In [1]:
# getting OAuth access token
# acquire credential from https://platform.here.com/admin/apps/
import binascii # To convert data into ASCII
import hashlib # To generate SHA256 digest
import hmac # To implement HMAC algorithm
import json
import time # To generate the OAuth timestamp
import urllib.parse # To URLencode the parameter string
from base64 import b64encode # To encode binary data into Base64
import requests # To make HTTP requests
def create_parameter_string(grant_type, oauth_consumer_key, oauth_nonce, oauth_signature_method, oauth_timestamp,
oauth_version):
parameter_string = ''
parameter_string = parameter_string + 'grant_type=' + grant_type
parameter_string = parameter_string + '&oauth_consumer_key=' + oauth_consumer_key
parameter_string = parameter_string + '&oauth_nonce=' + oauth_nonce
parameter_string = parameter_string + '&oauth_signature_method=' + oauth_signature_method
parameter_string = parameter_string + '&oauth_timestamp=' + oauth_timestamp
parameter_string = parameter_string + '&oauth_version=' + oauth_version
return parameter_string
def create_signature(secret_key, signature_base_string):
encoded_string = signature_base_string.encode()
encoded_key = secret_key.encode()
temp = hmac.new(encoded_key, encoded_string, hashlib.sha256).hexdigest()
byte_array = b64encode(binascii.unhexlify(temp))
return byte_array.decode()
with open('credentials.properties', mode='r') as credential_properties: # From credentials.properties file
lines = credential_properties.readlines()
here_user_id = lines[0].split(' = ')[1][:-1]
here_client_id = lines[1].split(' = ')[1][:-1]
here_access_key_id = lines[2].split(' = ')[1][:-1]
here_access_key_secret = lines[3].split(' = ')[1][:-1]
here_token_endpoint_url = lines[4].split(' = ')[1][:-1]
grant_type = 'client_credentials'
oauth_nonce = str(int(time.time() * 1000))
oauth_signature_method = 'HMAC-SHA256'
oauth_timestamp = str(int(time.time()))
oauth_version = '1.0'
parameter_string = create_parameter_string(grant_type, here_access_key_id, oauth_nonce, oauth_signature_method,
oauth_timestamp, oauth_version)
encoded_parameter_string = urllib.parse.quote(parameter_string, safe='')
encoded_base_string = 'POST' + '&' + urllib.parse.quote(here_token_endpoint_url, safe='')
encoded_base_string = encoded_base_string + '&' + encoded_parameter_string
signing_key = here_access_key_secret + '&'
oauth_signature = create_signature(signing_key, encoded_base_string)
encoded_oauth_signature = urllib.parse.quote(oauth_signature, safe='')
body = {'grant_type': '{}'.format(grant_type)}
headers = {
'Content-Type': 'application/x-www-form-urlencoded',
'Authorization': 'OAuth oauth_consumer_key="{0}",oauth_nonce="{1}",oauth_signature="{2}",oauth_signature_method="HMAC-SHA256",oauth_timestamp="{3}",oauth_version="1.0"'.format(
here_access_key_id, oauth_nonce, encoded_oauth_signature, oauth_timestamp)
}
response = requests.post(here_token_endpoint_url, data=body, headers=headers)
print(response.text)
oauth_result = json.loads(response.text)
{"access_token":"eyJhbGciOiJSUzUxMiIsImN0eSI6IkpXVCIsImlzcyI6IkhFUkUiLCJhaWQiOiJLdjBGN2l5NzNjZnoxOHRQdXYxOCIsImlhdCI6MTcxMDgxNTExNywiZXhwIjoxNzEwOTAxNTE3LCJraWQiOiJqMSJ9.ZXlKaGJHY2lPaUprYVhJaUxDSmxibU1pT2lKQk1qVTJRMEpETFVoVE5URXlJbjAuLldmRmplaHhnSE16X0NxSFVMOW1QUVEuSGVRdTEzOFYzUVBjNS1WMFFPeUZmSVVXSTZGa0hVbVdrM1o2MF9fNEQzQUVEZlJzREJRTmhNNWJaVHhfZXUzakpHYW9uR2dnLTJDNy1KbXJnMkRJeE5pd2NudkNOVmRkMjZFaHdxV1hPQVR4WnZwUlRFMTlkc1NIMFFnMHdLX1pMVzBoalZxMXZfdGRlaUp6cHlSTEZ3Lkx2MkxsblVDMDZEX191VUpmVWJxOHdGNTgydllOa3BPNzE2MTBzMXJqU00.ndpa4lndyDlllpLhf0if2Y1k3dSATCLsZ5vjpIoMg8OrNpmIKVgRmtWLEAgtKmcKFhQOPY4vOGQnduFV4ghkb32-H_6TYFenpg-n0LcJQax3c9yDCThRC468VeVnAuIlDpwLH6-IsDk1RqnSLLI7T1_eXz74YJveM_iVcXmZgXmLiEzcgB-_arGH5HIO8X5m4RdGOmUBMSXTrh2SQSNT9ET3SWoTk2lSzDbwdrTumAK9K7SNjTZd-1sXdAy34cL810gNifVcbxWhm0adNaM4sNTBwhUNaaYxDYtQiEmRIDaKow-5gsJZ_2538QjRwUW4a45bsauFu2ZwIN3crYSMCw","token_type":"bearer","expires_in":86399}
In [2]:
# delivery target listing
import csv
destinations = 'destinations_v2.csv'
destination_list = []
f = open(destinations, encoding='utf-8')
csv = csv.DictReader(f)
for row in csv:
destination_list.append(row)
print(destination_list)
[{'customer_id': 'c000001', 'name': '肯德基-花蓮中正餐廳', 'latitude': '23.97929', 'longitude': '121.61043', 'job_type': 'delivery', 'duration': '600', 'mass': '100', 'size': '1', 'priority': '2', 'time_start': '2024-11-25T01:00:00Z', 'time_end': '2024-11-25T09:00:00Z', 'task_fulfiller': '', 'estimated_time_of_arrival': '', 'actual_time_of_arrival': '', 'task_status': ''}, {'customer_id': 'c000002', 'name': '肯德基-台北台大餐廳', 'latitude': '25.01707', 'longitude': '121.53325', 'job_type': 'delivery', 'duration': '300', 'mass': '50', 'size': '1', 'priority': '2', 'time_start': '2024-11-25T01:00:00Z', 'time_end': '2024-11-25T09:00:00Z', 'task_fulfiller': '', 'estimated_time_of_arrival': '', 'actual_time_of_arrival': '', 'task_status': ''}, {'customer_id': 'c000003', 'name': '肯德基-彰化員林餐廳', 'latitude': '23.95943', 'longitude': '120.57111', 'job_type': 'delivery', 'duration': '600', 'mass': '100', 'size': '1', 'priority': '2', 'time_start': '2024-11-25T01:00:00Z', 'time_end': '2024-11-25T09:00:00Z', 'task_fulfiller': '', 'estimated_time_of_arrival': '', 'actual_time_of_arrival': '', 'task_status': ''}, {'customer_id': 'c000004', 'name': '肯德基-中和興南餐廳', 'latitude': '24.98914', 'longitude': '121.50996', 'job_type': 'delivery', 'duration': '300', 'mass': '50', 'size': '1', 'priority': '2', 'time_start': '2024-11-25T01:00:00Z', 'time_end': '2024-11-25T09:00:00Z', 'task_fulfiller': '', 'estimated_time_of_arrival': '', 'actual_time_of_arrival': '', 'task_status': ''}, {'customer_id': 'c000005', 'name': '肯德基-嘉義忠孝餐廳', 'latitude': '23.49499', 'longitude': '120.45175', 'job_type': 'delivery', 'duration': '600', 'mass': '100', 'size': '1', 'priority': '2', 'time_start': '2024-11-25T01:00:00Z', 'time_end': '2024-11-25T09:00:00Z', 'task_fulfiller': '', 'estimated_time_of_arrival': '', 'actual_time_of_arrival': '', 'task_status': ''}, {'customer_id': 'c000006', 'name': '肯德基-高雄十全餐廳', 'latitude': '22.64501', 'longitude': '120.30923', 'job_type': 'delivery', 'duration': '300', 'mass': '50', 'size': '1', 'priority': '2', 'time_start': '2024-11-25T01:00:00Z', 'time_end': '2024-11-25T09:00:00Z', 'task_fulfiller': '', 'estimated_time_of_arrival': '', 'actual_time_of_arrival': '', 'task_status': ''}, {'customer_id': 'c000007', 'name': '肯德基-土城裕民餐廳', 'latitude': '24.98545', 'longitude': '121.45267', 'job_type': 'delivery', 'duration': '600', 'mass': '100', 'size': '1', 'priority': '2', 'time_start': '2024-11-25T01:00:00Z', 'time_end': '2024-11-25T09:00:00Z', 'task_fulfiller': '', 'estimated_time_of_arrival': '', 'actual_time_of_arrival': '', 'task_status': ''}, {'customer_id': 'c000008', 'name': '肯德基-台北石牌餐廳', 'latitude': '25.11494', 'longitude': '121.51556', 'job_type': 'delivery', 'duration': '300', 'mass': '50', 'size': '1', 'priority': '2', 'time_start': '2024-11-25T01:00:00Z', 'time_end': '2024-11-25T09:00:00Z', 'task_fulfiller': '', 'estimated_time_of_arrival': '', 'actual_time_of_arrival': '', 'task_status': ''}, {'customer_id': 'c000009', 'name': '肯德基-嘉義垂楊餐廳', 'latitude': '23.47376', 'longitude': '120.44832', 'job_type': 'delivery', 'duration': '600', 'mass': '100', 'size': '1', 'priority': '2', 'time_start': '2024-11-25T01:00:00Z', 'time_end': '2024-11-25T09:00:00Z', 'task_fulfiller': '', 'estimated_time_of_arrival': '', 'actual_time_of_arrival': '', 'task_status': ''}, {'customer_id': 'c000010', 'name': '肯德基-中和福祥餐廳', 'latitude': '25.00264', 'longitude': '121.49895', 'job_type': 'delivery', 'duration': '300', 'mass': '50', 'size': '1', 'priority': '2', 'time_start': '2024-11-25T01:00:00Z', 'time_end': '2024-11-25T09:00:00Z', 'task_fulfiller': '', 'estimated_time_of_arrival': '', 'actual_time_of_arrival': '', 'task_status': ''}, {'customer_id': 'c000011', 'name': '肯德基-台北中崙餐廳', 'latitude': '25.04721', 'longitude': '121.54245', 'job_type': 'delivery', 'duration': '600', 'mass': '100', 'size': '1', 'priority': '2', 'time_start': '2024-11-25T01:00:00Z', 'time_end': '2024-11-25T09:00:00Z', 'task_fulfiller': '', 'estimated_time_of_arrival': '', 'actual_time_of_arrival': '', 'task_status': ''}, {'customer_id': 'c000012', 'name': '肯德基-高雄岡山餐廳', 'latitude': '22.79388', 'longitude': '120.29578', 'job_type': 'delivery', 'duration': '300', 'mass': '50', 'size': '1', 'priority': '2', 'time_start': '2024-11-25T01:00:00Z', 'time_end': '2024-11-25T09:00:00Z', 'task_fulfiller': '', 'estimated_time_of_arrival': '', 'actual_time_of_arrival': '', 'task_status': ''}, {'customer_id': 'c000013', 'name': '肯德基-台南西門二餐廳', 'latitude': '23.00881', 'longitude': '120.20743', 'job_type': 'delivery', 'duration': '600', 'mass': '100', 'size': '1', 'priority': '2', 'time_start': '2024-11-25T01:00:00Z', 'time_end': '2024-11-25T09:00:00Z', 'task_fulfiller': '', 'estimated_time_of_arrival': '', 'actual_time_of_arrival': '', 'task_status': ''}, {'customer_id': 'c000014', 'name': '肯德基-淡水竹圍餐廳', 'latitude': '25.14038', 'longitude': '121.45975', 'job_type': 'delivery', 'duration': '300', 'mass': '50', 'size': '1', 'priority': '2', 'time_start': '2024-11-25T01:00:00Z', 'time_end': '2024-11-25T09:00:00Z', 'task_fulfiller': '', 'estimated_time_of_arrival': '', 'actual_time_of_arrival': '', 'task_status': ''}, {'customer_id': 'c000015', 'name': '肯德基-高雄沿海餐廳', 'latitude': '22.56732', 'longitude': '120.35157', 'job_type': 'delivery', 'duration': '600', 'mass': '100', 'size': '1', 'priority': '2', 'time_start': '2024-11-25T01:00:00Z', 'time_end': '2024-11-25T09:00:00Z', 'task_fulfiller': '', 'estimated_time_of_arrival': '', 'actual_time_of_arrival': '', 'task_status': ''}, {'customer_id': 'c000016', 'name': '肯德基-台北三越餐廳', 'latitude': '25.04663', 'longitude': '121.51537', 'job_type': 'delivery', 'duration': '300', 'mass': '50', 'size': '1', 'priority': '2', 'time_start': '2024-11-25T01:00:00Z', 'time_end': '2024-11-25T09:00:00Z', 'task_fulfiller': '', 'estimated_time_of_arrival': '', 'actual_time_of_arrival': '', 'task_status': ''}, {'customer_id': 'c000017', 'name': '肯德基-台北土城餐廳', 'latitude': '24.98616', 'longitude': '121.46479', 'job_type': 'delivery', 'duration': '600', 'mass': '100', 'size': '1', 'priority': '2', 'time_start': '2024-11-25T01:00:00Z', 'time_end': '2024-11-25T09:00:00Z', 'task_fulfiller': '', 'estimated_time_of_arrival': '', 'actual_time_of_arrival': '', 'task_status': ''}, {'customer_id': 'c000018', 'name': '肯德基-板橋埔墘餐廳', 'latitude': '25.01751', 'longitude': '121.47736', 'job_type': 'delivery', 'duration': '300', 'mass': '50', 'size': '1', 'priority': '2', 'time_start': '2024-11-25T01:00:00Z', 'time_end': '2024-11-25T09:00:00Z', 'task_fulfiller': '', 'estimated_time_of_arrival': '', 'actual_time_of_arrival': '', 'task_status': ''}, {'customer_id': 'c000019', 'name': '肯德基-鳳山中山餐廳', 'latitude': '22.62448', 'longitude': '120.35702', 'job_type': 'delivery', 'duration': '600', 'mass': '100', 'size': '1', 'priority': '2', 'time_start': '2024-11-25T01:00:00Z', 'time_end': '2024-11-25T09:00:00Z', 'task_fulfiller': '', 'estimated_time_of_arrival': '', 'actual_time_of_arrival': '', 'task_status': ''}, {'customer_id': 'c000020', 'name': '肯德基-彰化金馬餐廳', 'latitude': '24.09398', 'longitude': '120.54057', 'job_type': 'delivery', 'duration': '300', 'mass': '50', 'size': '1', 'priority': '2', 'time_start': '2024-11-25T01:00:00Z', 'time_end': '2024-11-25T09:00:00Z', 'task_fulfiller': '', 'estimated_time_of_arrival': '', 'actual_time_of_arrival': '', 'task_status': ''}, {'customer_id': 'c000021', 'name': '肯德基-蘆洲三民餐廳', 'latitude': '25.08714', 'longitude': '121.47138', 'job_type': 'delivery', 'duration': '600', 'mass': '100', 'size': '1', 'priority': '2', 'time_start': '2024-11-25T01:00:00Z', 'time_end': '2024-11-25T09:00:00Z', 'task_fulfiller': '', 'estimated_time_of_arrival': '', 'actual_time_of_arrival': '', 'task_status': ''}, {'customer_id': 'c000022', 'name': '肯德基-太平中山餐廳', 'latitude': '24.14981', 'longitude': '120.71283', 'job_type': 'delivery', 'duration': '300', 'mass': '50', 'size': '1', 'priority': '2', 'time_start': '2024-11-25T01:00:00Z', 'time_end': '2024-11-25T09:00:00Z', 'task_fulfiller': '', 'estimated_time_of_arrival': '', 'actual_time_of_arrival': '', 'task_status': ''}, {'customer_id': 'c000023', 'name': '肯德基-台中三越餐廳', 'latitude': '24.16563', 'longitude': '120.6438', 'job_type': 'delivery', 'duration': '600', 'mass': '100', 'size': '1', 'priority': '2', 'time_start': '2024-11-25T01:00:00Z', 'time_end': '2024-11-25T09:00:00Z', 'task_fulfiller': '', 'estimated_time_of_arrival': '', 'actual_time_of_arrival': '', 'task_status': ''}, {'customer_id': 'c000024', 'name': '肯德基-高雄楠梓二餐廳', 'latitude': '22.72697', 'longitude': '120.32673', 'job_type': 'delivery', 'duration': '300', 'mass': '50', 'size': '1', 'priority': '2', 'time_start': '2024-11-25T01:00:00Z', 'time_end': '2024-11-25T09:00:00Z', 'task_fulfiller': '', 'estimated_time_of_arrival': '', 'actual_time_of_arrival': '', 'task_status': ''}, {'customer_id': 'c000025', 'name': '肯德基-新莊中港餐廳', 'latitude': '25.0447', 'longitude': '121.45266', 'job_type': 'delivery', 'duration': '600', 'mass': '100', 'size': '1', 'priority': '2', 'time_start': '2024-11-25T01:00:00Z', 'time_end': '2024-11-25T09:00:00Z', 'task_fulfiller': '', 'estimated_time_of_arrival': '', 'actual_time_of_arrival': '', 'task_status': ''}, {'customer_id': 'c000026', 'name': '肯德基-新竹亞太餐廳', 'latitude': '24.80531', 'longitude': '120.9862', 'job_type': 'delivery', 'duration': '300', 'mass': '50', 'size': '1', 'priority': '2', 'time_start': '2024-11-25T01:00:00Z', 'time_end': '2024-11-25T09:00:00Z', 'task_fulfiller': '', 'estimated_time_of_arrival': '', 'actual_time_of_arrival': '', 'task_status': ''}, {'customer_id': 'c000027', 'name': '肯德基-楊梅中山餐廳', 'latitude': '24.90889', 'longitude': '121.16696', 'job_type': 'delivery', 'duration': '600', 'mass': '100', 'size': '1', 'priority': '2', 'time_start': '2024-11-25T01:00:00Z', 'time_end': '2024-11-25T09:00:00Z', 'task_fulfiller': '', 'estimated_time_of_arrival': '', 'actual_time_of_arrival': '', 'task_status': ''}, {'customer_id': 'c000028', 'name': '肯德基-宜蘭家樂福餐廳', 'latitude': '24.75405', 'longitude': '121.74993', 'job_type': 'delivery', 'duration': '300', 'mass': '50', 'size': '1', 'priority': '2', 'time_start': '2024-11-25T01:00:00Z', 'time_end': '2024-11-25T09:00:00Z', 'task_fulfiller': '', 'estimated_time_of_arrival': '', 'actual_time_of_arrival': '', 'task_status': ''}, {'customer_id': 'c000029', 'name': '肯德基-龍潭北龍餐廳', 'latitude': '24.86839', 'longitude': '121.21836', 'job_type': 'delivery', 'duration': '600', 'mass': '100', 'size': '1', 'priority': '2', 'time_start': '2024-11-25T01:00:00Z', 'time_end': '2024-11-25T09:00:00Z', 'task_fulfiller': '', 'estimated_time_of_arrival': '', 'actual_time_of_arrival': '', 'task_status': ''}, {'customer_id': 'c000030', 'name': '肯德基-苗栗頭份餐廳', 'latitude': '24.69083', 'longitude': '120.91315', 'job_type': 'delivery', 'duration': '300', 'mass': '50', 'size': '1', 'priority': '2', 'time_start': '2024-11-25T01:00:00Z', 'time_end': '2024-11-25T09:00:00Z', 'task_fulfiller': '', 'estimated_time_of_arrival': '', 'actual_time_of_arrival': '', 'task_status': ''}, {'customer_id': 'c000031', 'name': '肯德基-新竹民生餐廳', 'latitude': '24.81355', 'longitude': '120.97438', 'job_type': 'delivery', 'duration': '600', 'mass': '100', 'size': '1', 'priority': '2', 'time_start': '2024-11-25T01:00:00Z', 'time_end': '2024-11-25T09:00:00Z', 'task_fulfiller': '', 'estimated_time_of_arrival': '', 'actual_time_of_arrival': '', 'task_status': ''}, {'customer_id': 'c000032', 'name': '肯德基-三重三和餐廳', 'latitude': '25.07921', 'longitude': '121.48224', 'job_type': 'delivery', 'duration': '300', 'mass': '50', 'size': '1', 'priority': '2', 'time_start': '2024-11-25T01:00:00Z', 'time_end': '2024-11-25T09:00:00Z', 'task_fulfiller': '', 'estimated_time_of_arrival': '', 'actual_time_of_arrival': '', 'task_status': ''}, {'customer_id': 'c000033', 'name': '肯德基-宜蘭新興餐廳', 'latitude': '24.75614', 'longitude': '121.75809', 'job_type': 'delivery', 'duration': '600', 'mass': '100', 'size': '1', 'priority': '2', 'time_start': '2024-11-25T01:00:00Z', 'time_end': '2024-11-25T09:00:00Z', 'task_fulfiller': '', 'estimated_time_of_arrival': '', 'actual_time_of_arrival': '', 'task_status': ''}, {'customer_id': 'c000034', 'name': '肯德基-中壢環中東餐廳', 'latitude': '24.96236', 'longitude': '121.25531', 'job_type': 'delivery', 'duration': '300', 'mass': '50', 'size': '1', 'priority': '2', 'time_start': '2024-11-25T01:00:00Z', 'time_end': '2024-11-25T09:00:00Z', 'task_fulfiller': '', 'estimated_time_of_arrival': '', 'actual_time_of_arrival': '', 'task_status': ''}, {'customer_id': 'c000035', 'name': '肯德基-高雄中華五餐廳', 'latitude': '22.60521', 'longitude': '120.30503', 'job_type': 'delivery', 'duration': '600', 'mass': '100', 'size': '1', 'priority': '2', 'time_start': '2024-11-25T01:00:00Z', 'time_end': '2024-11-25T09:00:00Z', 'task_fulfiller': '', 'estimated_time_of_arrival': '', 'actual_time_of_arrival': '', 'task_status': ''}, {'customer_id': 'c000036', 'name': '肯德基-台中復興餐廳', 'latitude': '24.11732', 'longitude': '120.658', 'job_type': 'delivery', 'duration': '300', 'mass': '50', 'size': '1', 'priority': '2', 'time_start': '2024-11-25T01:00:00Z', 'time_end': '2024-11-25T09:00:00Z', 'task_fulfiller': '', 'estimated_time_of_arrival': '', 'actual_time_of_arrival': '', 'task_status': ''}, {'customer_id': 'c000037', 'name': '肯德基-台中永福餐廳', 'latitude': '24.18456', 'longitude': '120.62095', 'job_type': 'delivery', 'duration': '600', 'mass': '100', 'size': '1', 'priority': '2', 'time_start': '2024-11-25T01:00:00Z', 'time_end': '2024-11-25T09:00:00Z', 'task_fulfiller': '', 'estimated_time_of_arrival': '', 'actual_time_of_arrival': '', 'task_status': ''}, {'customer_id': 'c000038', 'name': '肯德基-永和中正餐廳', 'latitude': '24.99907', 'longitude': '121.51711', 'job_type': 'delivery', 'duration': '300', 'mass': '50', 'size': '1', 'priority': '2', 'time_start': '2024-11-25T01:00:00Z', 'time_end': '2024-11-25T09:00:00Z', 'task_fulfiller': '', 'estimated_time_of_arrival': '', 'actual_time_of_arrival': '', 'task_status': ''}, 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'actual_time_of_arrival': '', 'task_status': ''}, {'customer_id': 'c000126', 'name': '肯德基-竹北自強餐廳', 'latitude': '24.81657', 'longitude': '121.02569', 'job_type': 'delivery', 'duration': '300', 'mass': '50', 'size': '1', 'priority': '2', 'time_start': '2024-11-25T01:00:00Z', 'time_end': '2024-11-25T09:00:00Z', 'task_fulfiller': '', 'estimated_time_of_arrival': '', 'actual_time_of_arrival': '', 'task_status': ''}, {'customer_id': 'c000127', 'name': '肯德基-士林文昌餐廳', 'latitude': '25.09447', 'longitude': '121.5223', 'job_type': 'delivery', 'duration': '600', 'mass': '100', 'size': '1', 'priority': '2', 'time_start': '2024-11-25T01:00:00Z', 'time_end': '2024-11-25T09:00:00Z', 'task_fulfiller': '', 'estimated_time_of_arrival': '', 'actual_time_of_arrival': '', 'task_status': ''}, {'customer_id': 'c000128', 'name': '肯德基-新竹光復餐廳', 'latitude': '24.78667', 'longitude': '121.01074', 'job_type': 'delivery', 'duration': '300', 'mass': '50', 'size': '1', 'priority': '2', 'time_start': '2024-11-25T01:00:00Z', 'time_end': '2024-11-25T09:00:00Z', 'task_fulfiller': '', 'estimated_time_of_arrival': '', 'actual_time_of_arrival': '', 'task_status': ''}, {'customer_id': 'c000129', 'name': '肯德基-板橋中山二餐廳', 'latitude': '25.00961', 'longitude': '121.46117', 'job_type': 'delivery', 'duration': '600', 'mass': '100', 'size': '1', 'priority': '2', 'time_start': '2024-11-25T01:00:00Z', 'time_end': '2024-11-25T09:00:00Z', 'task_fulfiller': '', 'estimated_time_of_arrival': '', 'actual_time_of_arrival': '', 'task_status': ''}, {'customer_id': 'c000131', 'name': '肯德基-南投南崗餐廳', 'latitude': '23.91154', 'longitude': '120.67872', 'job_type': 'delivery', 'duration': '600', 'mass': '100', 'size': '1', 'priority': '2', 'time_start': '2024-11-25T01:00:00Z', 'time_end': '2024-11-25T09:00:00Z', 'task_fulfiller': '', 'estimated_time_of_arrival': '', 'actual_time_of_arrival': '', 'task_status': ''}, {'customer_id': 'c000132', 'name': '肯德基-淡水中山二餐廳', 'latitude': '25.16965', 'longitude': '121.44437', 'job_type': 'delivery', 'duration': '300', 'mass': '50', 'size': '1', 'priority': '2', 'time_start': '2024-11-25T01:00:00Z', 'time_end': '2024-11-25T09:00:00Z', 'task_fulfiller': '', 'estimated_time_of_arrival': '', 'actual_time_of_arrival': '', 'task_status': ''}, {'customer_id': 'c000133', 'name': '肯德基-台北南港餐廳', 'latitude': '25.05579', 'longitude': '121.61395', 'job_type': 'delivery', 'duration': '600', 'mass': '100', 'size': '1', 'priority': '2', 'time_start': '2024-11-25T01:00:00Z', 'time_end': '2024-11-25T09:00:00Z', 'task_fulfiller': '', 'estimated_time_of_arrival': '', 'actual_time_of_arrival': '', 'task_status': ''}, {'customer_id': 'c000134', 'name': '肯德基-新莊輔大餐廳', 'latitude': '25.03231', 'longitude': '121.43346', 'job_type': 'delivery', 'duration': '300', 'mass': '50', 'size': '1', 'priority': '2', 'time_start': '2024-11-25T01:00:00Z', 'time_end': '2024-11-25T09:00:00Z', 'task_fulfiller': '', 'estimated_time_of_arrival': '', 'actual_time_of_arrival': '', 'task_status': ''}, {'customer_id': 'c000135', 'name': '肯德基-桃園大園餐廳', 'latitude': '25.06246', 'longitude': '121.20148', 'job_type': 'delivery', 'duration': '600', 'mass': '100', 'size': '1', 'priority': '2', 'time_start': '2024-11-25T01:00:00Z', 'time_end': '2024-11-25T09:00:00Z', 'task_fulfiller': '', 'estimated_time_of_arrival': '', 'actual_time_of_arrival': '', 'task_status': ''}, {'customer_id': 'c000136', 'name': '肯德基-桃園桃鶯餐廳', 'latitude': '24.98354', 'longitude': '121.31872', 'job_type': 'delivery', 'duration': '300', 'mass': '50', 'size': '1', 'priority': '2', 'time_start': '2024-11-25T01:00:00Z', 'time_end': '2024-11-25T09:00:00Z', 'task_fulfiller': '', 'estimated_time_of_arrival': '', 'actual_time_of_arrival': '', 'task_status': ''}, {'customer_id': 'c000137', 'name': '肯德基-五股成泰餐廳', 'latitude': '25.08458', 'longitude': '121.4385', 'job_type': 'delivery', 'duration': '600', 'mass': '100', 'size': '1', 'priority': '2', 'time_start': '2024-11-25T01:00:00Z', 'time_end': '2024-11-25T09:00:00Z', 'task_fulfiller': '', 'estimated_time_of_arrival': '', 'actual_time_of_arrival': '', 'task_status': ''}, {'customer_id': 'c000138', 'name': '肯德基-三重三和餐廳', 'latitude': '25.0363', 'longitude': '121.55691', 'job_type': 'delivery', 'duration': '300', 'mass': '50', 'size': '1', 'priority': '2', 'time_start': '2024-11-25T01:00:00Z', 'time_end': '2024-11-25T09:00:00Z', 'task_fulfiller': '', 'estimated_time_of_arrival': '', 'actual_time_of_arrival': '', 'task_status': ''}, {'customer_id': 'c000139', 'name': '肯德基-高雄後昌餐廳', 'latitude': '22.71883', 'longitude': '120.2918', 'job_type': 'delivery', 'duration': '600', 'mass': '100', 'size': '1', 'priority': '2', 'time_start': '2024-11-25T01:00:00Z', 'time_end': '2024-11-25T09:00:00Z', 'task_fulfiller': '', 'estimated_time_of_arrival': '', 'actual_time_of_arrival': '', 'task_status': ''}, {'customer_id': 'c000140', 'name': '肯德基-彰化民權餐廳', 'latitude': '24.07694', 'longitude': '120.53719', 'job_type': 'delivery', 'duration': '300', 'mass': '50', 'size': '1', 'priority': '2', 'time_start': '2024-11-25T01:00:00Z', 'time_end': '2024-11-25T09:00:00Z', 'task_fulfiller': '', 'estimated_time_of_arrival': '', 'actual_time_of_arrival': '', 'task_status': ''}, {'customer_id': 'c000141', 'name': '肯德基-汐止大同餐廳', 'latitude': '25.06729', 'longitude': '121.65759', 'job_type': 'delivery', 'duration': '600', 'mass': '100', 'size': '1', 'priority': '2', 'time_start': '2024-11-25T01:00:00Z', 'time_end': '2024-11-25T09:00:00Z', 'task_fulfiller': '', 'estimated_time_of_arrival': '', 'actual_time_of_arrival': '', 'task_status': ''}, {'customer_id': 'c000142', 'name': '肯德基-台南海佃餐廳', 'latitude': '23.02865', 'longitude': '120.19058', 'job_type': 'delivery', 'duration': '300', 'mass': '50', 'size': '1', 'priority': '2', 'time_start': '2024-11-25T01:00:00Z', 'time_end': '2024-11-25T09:00:00Z', 'task_fulfiller': '', 'estimated_time_of_arrival': '', 'actual_time_of_arrival': '', 'task_status': ''}, {'customer_id': 'c000143', 'name': '肯德基-羅東興東餐廳', 'latitude': '24.67959', 'longitude': '121.769', 'job_type': 'delivery', 'duration': '600', 'mass': '100', 'size': '1', 'priority': '2', 'time_start': '2024-11-25T01:00:00Z', 'time_end': '2024-11-25T09:00:00Z', 'task_fulfiller': '', 'estimated_time_of_arrival': '', 'actual_time_of_arrival': '', 'task_status': ''}, {'customer_id': 'c000144', 'name': '肯德基-台南海佃餐廳', 'latitude': '23.0237', 'longitude': '120.19181', 'job_type': 'delivery', 'duration': '300', 'mass': '50', 'size': '1', 'priority': '2', 'time_start': '2024-11-25T01:00:00Z', 'time_end': '2024-11-25T09:00:00Z', 'task_fulfiller': '', 'estimated_time_of_arrival': '', 'actual_time_of_arrival': '', 'task_status': ''}, {'customer_id': 'c000145', 'name': '肯德基-新竹清大餐廳', 'latitude': '24.79592', 'longitude': '120.99814', 'job_type': 'delivery', 'duration': '600', 'mass': '100', 'size': '1', 'priority': '2', 'time_start': '2024-11-25T01:00:00Z', 'time_end': '2024-11-25T09:00:00Z', 'task_fulfiller': '', 'estimated_time_of_arrival': '', 'actual_time_of_arrival': '', 'task_status': ''}, {'customer_id': 'c000146', 'name': '肯德基-楊梅大成餐廳', 'latitude': '24.9104', 'longitude': '121.14567', 'job_type': 'delivery', 'duration': '300', 'mass': '50', 'size': '1', 'priority': '2', 'time_start': '2024-11-25T01:00:00Z', 'time_end': '2024-11-25T09:00:00Z', 'task_fulfiller': '', 'estimated_time_of_arrival': '', 'actual_time_of_arrival': '', 'task_status': ''}, {'customer_id': 'c000147', 'name': '肯德基-桃園中山餐廳', 'latitude': '24.97461', 'longitude': '121.26382', 'job_type': 'delivery', 'duration': '600', 'mass': '100', 'size': '1', 'priority': '2', 'time_start': '2024-11-25T01:00:00Z', 'time_end': '2024-11-25T09:00:00Z', 'task_fulfiller': '', 'estimated_time_of_arrival': '', 'actual_time_of_arrival': '', 'task_status': ''}, {'customer_id': 'c000148', 'name': '肯德基-天母中山餐廳', 'latitude': '25.11824', 'longitude': '121.53014', 'job_type': 'delivery', 'duration': '300', 'mass': '50', 'size': '1', 'priority': '2', 'time_start': '2024-11-25T01:00:00Z', 'time_end': '2024-11-25T09:00:00Z', 'task_fulfiller': '', 'estimated_time_of_arrival': '', 'actual_time_of_arrival': '', 'task_status': ''}, {'customer_id': 'c000149', 'name': '肯德基-高雄文化餐廳', 'latitude': '22.62796', 'longitude': '120.31531', 'job_type': 'delivery', 'duration': '600', 'mass': '100', 'size': '1', 'priority': '2', 'time_start': '2024-11-25T01:00:00Z', 'time_end': '2024-11-25T09:00:00Z', 'task_fulfiller': '', 'estimated_time_of_arrival': '', 'actual_time_of_arrival': '', 'task_status': ''}, {'customer_id': 'c000150', 'name': '肯德基-台中潭子餐廳', 'latitude': '24.21387', 'longitude': '120.70055', 'job_type': 'delivery', 'duration': '300', 'mass': '50', 'size': '1', 'priority': '2', 'time_start': '2024-11-25T01:00:00Z', 'time_end': '2024-11-25T09:00:00Z', 'task_fulfiller': '', 'estimated_time_of_arrival': '', 'actual_time_of_arrival': '', 'task_status': ''}, {'customer_id': 'c000151', 'name': '肯德基-文山木柵餐廳', 'latitude': '24.98858', 'longitude': '121.56681', 'job_type': 'delivery', 'duration': '600', 'mass': '100', 'size': '1', 'priority': '2', 'time_start': '2024-11-25T01:00:00Z', 'time_end': '2024-11-25T09:00:00Z', 'task_fulfiller': '', 'estimated_time_of_arrival': '', 'actual_time_of_arrival': '', 'task_status': ''}, {'customer_id': 'c000152', 'name': '肯德基-宜蘭舊城餐廳', 'latitude': '24.75487', 'longitude': '121.75482', 'job_type': 'delivery', 'duration': '300', 'mass': '50', 'size': '1', 'priority': '2', 'time_start': '2024-11-25T01:00:00Z', 'time_end': '2024-11-25T09:00:00Z', 'task_fulfiller': '', 'estimated_time_of_arrival': '', 'actual_time_of_arrival': '', 'task_status': ''}, {'customer_id': 'c000153', 'name': '肯德基-三重正義餐廳', 'latitude': '25.06667', 'longitude': '121.4966', 'job_type': 'delivery', 'duration': '600', 'mass': '100', 'size': '1', 'priority': '2', 'time_start': '2024-11-25T01:00:00Z', 'time_end': '2024-11-25T09:00:00Z', 'task_fulfiller': '', 'estimated_time_of_arrival': '', 'actual_time_of_arrival': '', 'task_status': ''}, {'customer_id': 'c000154', 'name': '肯德基-台北峨嵋餐廳', 'latitude': '25.04348', 'longitude': '121.50713', 'job_type': 'delivery', 'duration': '300', 'mass': '50', 'size': '1', 'priority': '2', 'time_start': '2024-11-25T01:00:00Z', 'time_end': '2024-11-25T09:00:00Z', 'task_fulfiller': '', 'estimated_time_of_arrival': '', 'actual_time_of_arrival': '', 'task_status': ''}, {'customer_id': 'c000155', 'name': '肯德基-永和中山餐廳', 'latitude': '25.0062', 'longitude': '121.50575', 'job_type': 'delivery', 'duration': '600', 'mass': '100', 'size': '1', 'priority': '2', 'time_start': '2024-11-25T01:00:00Z', 'time_end': '2024-11-25T09:00:00Z', 'task_fulfiller': '', 'estimated_time_of_arrival': '', 'actual_time_of_arrival': '', 'task_status': ''}, {'customer_id': 'c000156', 'name': '肯德基-台南金華餐廳', 'latitude': '22.98102', 'longitude': '120.19147', 'job_type': 'delivery', 'duration': '300', 'mass': '50', 'size': '1', 'priority': '2', 'time_start': '2024-11-25T01:00:00Z', 'time_end': '2024-11-25T09:00:00Z', 'task_fulfiller': '', 'estimated_time_of_arrival': '', 'actual_time_of_arrival': '', 'task_status': ''}, {'customer_id': 'c000157', 'name': '肯德基-台中台糖餐廳', 'latitude': '24.18367', 'longitude': '120.61457', 'job_type': 'delivery', 'duration': '600', 'mass': '100', 'size': '1', 'priority': '2', 'time_start': '2024-11-25T01:00:00Z', 'time_end': '2024-11-25T09:00:00Z', 'task_fulfiller': '', 'estimated_time_of_arrival': '', 'actual_time_of_arrival': '', 'task_status': ''}, {'customer_id': 'c000158', 'name': '肯德基-竹北自強餐廳', 'latitude': '24.81074', 'longitude': '121.02149', 'job_type': 'delivery', 'duration': '300', 'mass': '50', 'size': '1', 'priority': '2', 'time_start': '2024-11-25T01:00:00Z', 'time_end': '2024-11-25T09:00:00Z', 'task_fulfiller': '', 'estimated_time_of_arrival': '', 'actual_time_of_arrival': '', 'task_status': ''}, {'customer_id': 'c000159', 'name': '肯德基-新竹新豐餐廳', 'latitude': '24.8678', 'longitude': '120.99374', 'job_type': 'delivery', 'duration': '600', 'mass': '100', 'size': '1', 'priority': '2', 'time_start': '2024-11-25T01:00:00Z', 'time_end': '2024-11-25T09:00:00Z', 'task_fulfiller': '', 'estimated_time_of_arrival': '', 'actual_time_of_arrival': '', 'task_status': ''}, {'customer_id': 'c000160', 'name': '肯德基-龍潭北龍餐廳', 'latitude': '24.86458', 'longitude': '121.211', 'job_type': 'delivery', 'duration': '300', 'mass': '50', 'size': '1', 'priority': '2', 'time_start': '2024-11-25T01:00:00Z', 'time_end': '2024-11-25T09:00:00Z', 'task_fulfiller': '', 'estimated_time_of_arrival': '', 'actual_time_of_arrival': '', 'task_status': ''}]
In [3]:
# delivery vehicle listing
import csv
destinations = 'fleet.csv'
f = open(destinations, encoding='utf-8')
csv = csv.reader(f)
for row in csv:
print(row)
['vehicle_id', 'type', 'name', 'cost_distance', 'cost_time', 'cost_fixed', 'shift_start', 'shift_end', 'start_latitude', 'start_longitude', 'end_latitude', 'end_longitude', 'break_start', 'break_end', 'break_duration', 'capacity_mass', 'capacity_size', 'max_distance', 'shift_time', 'amount'] ['isuzu', 'truck', 'ISUZU_NLR', '0.004', '0.033', '1600', '2024-11-25T00:00:00Z', '2024-11-25T09:00:00Z', '25.0633628527129', '121.5517443657892', '25.0633628527129', '121.5517443657892', '2024-11-25T04:00:00Z', '2024-11-25T05:00:00Z', '3600', '3500', '40', '600000', '28800', '10'] ['mitsubishi', 'truck', 'MITSUBISHI_CANTER', '0.005', '0.04', '2000', '2024-11-25T00:00:00Z', '2024-11-25T09:00:00Z', '22.570109085287', '120.34168946760741', '22.570109085287', '120.34168946760741', '2024-11-25T04:00:00Z', '2024-11-25T05:00:00Z', '3600', '3500', '50', '600000', '28800', '10']
In [4]:
# composing HERE Tour Planning API request body
import csv
import json
destinations = 'destinations_v2.csv'
vehicles = 'fleet.csv'
jobs = []
types = []
profiles = []
with open(destinations, encoding='utf-8') as destinations:
reader = csv.DictReader(destinations)
for row in reader:
job_type = row['job_type']
if job_type == 'delivery':
jobs.append({
"id": row['customer_id'],
"tasks": {
"deliveries": [
{
"places": [
{
"times": [
[row['time_start'],
row['time_end']]
],
"location": {
"lat": float(row['latitude']),
"lng": float(row['longitude'])
},
"duration": int(row['duration'])
}
],
"demand": [int(row['size'])]
}
],
},
"priority": int(row['priority'])
}
)
with open(vehicles, encoding='utf-8') as vehicle_list:
reader = csv.DictReader(vehicle_list)
for row in reader:
types.append({
"id": row['vehicle_id'],
"profile": row['name'],
"costs": {
"fixed": float(row['cost_fixed']),
"distance": float(row['cost_distance']),
"time": float(row['cost_time'])
},
"shifts": [
{
"start": {
"time": row['shift_start'],
"location": {
"lat": float(row['start_latitude']),
"lng": float(row['start_longitude'])
}
},
"end": {
"time": row['shift_end'],
"location": {
"lat": float(row['end_latitude']),
"lng": float(row['end_longitude'])
}
},
"breaks": [
{
"times": [
[
row['break_start'],
row['break_end']
]
],
"duration": int(row['break_duration']),
}
]
}
],
"capacity": [
int(row['capacity_mass']),
int(row['capacity_size'])
],
"skills": [
"fridge"
],
"limits": {
"maxDistance": int(row['max_distance']),
"shiftTime": int(row['shift_time'])
},
"amount": int(row['amount'])
})
profiles.append({
"name": row['name'],
"type": row['type']
})
problem = {
"plan": {
"jobs": jobs,
},
"fleet": {
"types": types,
"profiles": profiles
},
"configuration": {
"termination": {
"maxTime": 240,
"stagnationTime": 1
}
}
}
data = json.dumps(problem, ensure_ascii=False)
print(data)
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600000, "shiftTime": 28800}, "amount": 10}], "profiles": [{"name": "ISUZU_NLR", "type": "truck"}, {"name": "MITSUBISHI_CANTER", "type": "truck"}]}, "configuration": {"termination": {"maxTime": 240, "stagnationTime": 1}}}
In [5]:
# request HERE Tour Planning API V3 to get planning results
import requests
tour_planning_api_url = "https://tourplanning.hereapi.com/v3/problems"
headers = {
'Content-Type': 'application/json',
'Authorization': '{} {}'.format(oauth_result['token_type'], oauth_result['access_token'])
}
r = requests.request('POST', tour_planning_api_url, headers=headers, data = data)
j = json.loads(r.text)
print('result:\n{}'.format(r.text))
print('response_time: {}'.format(r.elapsed.total_seconds()))
result:
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unreachable"}]},{"jobId":"c000104","reasons":[{"code":"REACHABLE_CONSTRAINT","description":"location unreachable"}]},{"jobId":"c000062","reasons":[{"code":"REACHABLE_CONSTRAINT","description":"location unreachable"}]},{"jobId":"c000001","reasons":[{"code":"TIME_WINDOW_CONSTRAINT","description":"cannot be assigned due to violation of time window"}]},{"jobId":"c000054","reasons":[{"code":"TIME_WINDOW_CONSTRAINT","description":"cannot be assigned due to violation of time window"}]}],"notices":[{"code":"duplicatedVehicleProfile","title":"Vehicle profile 'MITSUBISHI_CANTER' is the same as `ISUZU_NLR`","action":"Consider replacing duplicated vehicle profiles"}]}
response_time: 4.794636
In [6]:
import json
import random
import flexpolyline
import folium
import requests
from folium.plugins import BeautifyIcon, AntPath
import solution_v3 as solution
def get_route(ori_lat, ori_lon, dest_lat, dest_lon, route_mode, departure_time):
route_url = 'https://router.hereapi.com/v8/routes?'
wp0 = ('{},{}'.format(ori_lat, ori_lon))
wp1 = ('{},{}'.format(dest_lat, dest_lon))
route_options = '&transportMode={}&departureTime={}&return=polyline'.format(route_mode, departure_time)
url = route_url + 'apiKey=' + apikey + '&origin=' + wp0 + '&destination=' + wp1 + route_options
json_result = json.loads(requests.get(url).text)
routes = json_result['routes']
route_shape = []
decoded_polyline = flexpolyline.decode(routes[0]['sections'][0]['polyline'])
return decoded_polyline
with open('apikey.txt', mode='r') as apikey_txt:
apikey = apikey_txt.read()
m = folium.Map(
tiles='https://maps.hereapi.com/v3/base/mc/{z}/{x}/{y}/png?style=logistics.day&ppi=200&features=vehicle_restrictions:active_and_inactive&size=256&apiKey=' + apikey,
location=[23, 121],
detect_retina=True,
max_zoom=20,
attr='(c)2024 HERE'
)
#Home 1
folium.Marker([25.0633628527129, 121.5517443657892],
icon=BeautifyIcon(icon='home', iconShape='marker', background_color='#000000', text_color='#FFFFFF'),
popup='Home').add_to(m)
#Home 2
folium.Marker([22.570109085287, 120.34168946760],
icon=BeautifyIcon(icon='home', iconShape='marker', background_color='#000000', text_color='#FFFFFF'),
popup='Home').add_to(m)
bounds = []
customer_dict = {}
unreachable_customer_names = []
solution = solution.solution_from_dict(j)
unassigned = solution.unassigned
unassigned_feature_group = folium.map.FeatureGroup(name='Unassigned', overlay=True, control=True, show=True)
icon_color = '#FF0000'
for destination_dict in destination_list:
customer_dict[destination_dict['customer_id']] = destination_dict['name']
if len(unassigned) > 0:
for unassigned_destination in unassigned:
job_id = unassigned_destination.job_id
customer_name = ''
if destination_dict['customer_id'] == job_id:
customer_name = destination_dict['name']
unreachable_customer_names.append(customer_name)
folium.Marker([destination_dict['latitude'], destination_dict['longitude']],
icon=BeautifyIcon(icon='ban', iconShape='marker', background_color=icon_color,
border_width=2), popup='{}/{}<br>{}'.format(job_id, customer_name,
unassigned_destination.reasons.__getitem__(
0).description)).add_to(
unassigned_feature_group)
unassigned_feature_group.add_to(m)
print("unreachable customers: ")
print(unreachable_customer_names)
tour_index = 0
tour_list = []
vehicle_list = []
while tour_index < len(solution.tours):
icon_color = '#'
i = 0
while i < 6:
icon_color += hex(random.randint(6, 16))[-1]
i += 1
tour = solution.tours.__getitem__(tour_index)
vehicle_id = tour.vehicle_id
vehicle_list.append(vehicle_id)
statistic = tour.statistic
print("\ncalculating routes for tour: {} / vehicle: {} / stops: {} / cost: {} / distance: {} / duration: {}".format(
tour_index, vehicle_id, len(tour.stops), int(statistic.cost), statistic.distance, statistic.duration))
feature_group = folium.map.FeatureGroup(name=vehicle_id, overlay=True, control=True, show=True)
type_id = tour.type_id
stops = tour.stops
stop_index = 0
stop_list = []
trip_start_timestamp = 0
trip_end_timestamp = 0
movement_time = 0
while stop_index < len(stops):
stop = stops.__getitem__(stop_index)
previous_stop = stops.__getitem__(stop_index - 1)
stop_location = stop.location.to_dict()
stop_time = stop.time
stop_time_arrival = stop.time.arrival
stop_time_departure = stop.time.departure
stop_time_arrival_from_trip_start = 0
stop_time_departure_from_trip_start = 0
stop_activities = stop.activities
if stop_index == 0:
trip_start_timestamp = stop_time_departure
else:
stop_time_arrival_from_trip_start = stop_time_arrival - trip_start_timestamp
stop_time_departure_from_trip_start = stop_time_departure - trip_start_timestamp
print('\tstop_time_arrival_from_trip_start: {}'.format(stop_time_arrival_from_trip_start))
print('\tstop_time_departure_from_trip_start: {}'.format(stop_time_departure_from_trip_start))
if stop_index > 0:
previous_stop = stops.__getitem__(stop_index - 1)
movement_time = stop_time.arrival - previous_stop.time.departure
movement_time.seconds
print('\t~ movement time: {} ~'.format(movement_time))
for stop_activity in stop_activities:
job_id = stop_activity.job_id
for destination_dict in destination_list:
if destination_dict['customer_id'] == job_id:
stop_list.append({'stop_index': stop_index, 'job_id': job_id, 'destination': destination_dict})
elif job_id == 'departure' or job_id == 'arrival' or job_id == 'break':
stop_list.append({'stop_index': stop_index, 'job_id': job_id,
'destination': {'latitude': stop_location['lat'],
'longitude': stop_location['lng']}})
break
customer_name = customer_dict.get(job_id)
stop_load = stop.load
if stop_index < len(stops) - 1:
route_shape = get_route(stop_location['lat'], stop_location['lng'],
stops.__getitem__(stop_index + 1).location.to_dict()['lat'],
stops.__getitem__(stop_index + 1).location.to_dict()['lng'], 'truck',
stop_time_departure.strftime('%Y-%m-%dT%H:%M:%SZ'))
if stop_index > 0:
folium.Marker([stop_location['lat'], stop_location['lng']],
icon=BeautifyIcon(icon='flag', iconShape='marker', background_color=icon_color,
border_width=2),
popup='Vehicle ID: {}<br>Job ID: {}/{}<br>Arrival：{}<br>Departure：{}'.format(
vehicle_id, job_id, customer_name, stop_time_arrival,
stop_time_departure)).add_to(feature_group)
shape_point_index = 0
bounds.append([stop_location['lat'], stop_location['lng']])
shape_point_list = []
while shape_point_index < len(route_shape):
shape_point = route_shape[shape_point_index]
shape_point_list.append(shape_point)
shape_point_index += 1
AntPath(shape_point_list, color=icon_color, weight=4, opacity=1).add_to(feature_group)
print('{} --> {} / {} / {} / arr: {} dep: {} '.format(stop_index, job_id, customer_name,
[stop_location['lat'], stop_location['lng']],
stop_time.arrival, stop_time.departure))
stop_index += 1
statistic = tour.statistic
tour_list.append({'vehicle_id': vehicle_id, 'stop_list': stop_list})
feature_group.add_to(m)
tour_index += 1
unreachable customers: ['肯德基-花蓮中正餐廳', '肯德基-台東新生餐廳', '肯德基-台南中華餐廳', '肯德基-台南中華西餐廳', '肯德基-汐止中興餐廳'] calculating routes for tour: 0 / vehicle: isuzu_2 / stops: 26 / cost: 2859 / distance: 89176 / duration: 27351 stop_time_arrival_from_trip_start: 0 stop_time_departure_from_trip_start: 0 0 --> departure / None / [25.0633628527129, 121.5517443657892] / arr: 2024-11-25 00:00:00+00:00 dep: 2024-11-25 00:54:46+00:00 stop_time_arrival_from_trip_start: 0:10:52 stop_time_departure_from_trip_start: 0:15:52 ~ movement time: 0:10:52 ~ 1 --> c000078 / 肯德基-台北雙連餐廳 / [25.0578, 121.52166] / arr: 2024-11-25 01:05:38+00:00 dep: 2024-11-25 01:10:38+00:00 stop_time_arrival_from_trip_start: 0:18:57 stop_time_departure_from_trip_start: 0:28:57 ~ movement time: 0:03:05 ~ 2 --> c000079 / 肯德基-台北承德餐廳 / [25.05076, 121.51689] / arr: 2024-11-25 01:13:43+00:00 dep: 2024-11-25 01:23:43+00:00 stop_time_arrival_from_trip_start: 0:34:27 stop_time_departure_from_trip_start: 0:39:27 ~ movement time: 0:05:30 ~ 3 --> c000154 / 肯德基-台北峨嵋餐廳 / [25.04348, 121.50713] / arr: 2024-11-25 01:29:13+00:00 dep: 2024-11-25 01:34:13+00:00 stop_time_arrival_from_trip_start: 0:49:12 stop_time_departure_from_trip_start: 0:54:12 ~ movement time: 0:09:45 ~ 4 --> c000018 / 肯德基-板橋埔墘餐廳 / [25.01751, 121.47736] / arr: 2024-11-25 01:43:58+00:00 dep: 2024-11-25 01:48:58+00:00 stop_time_arrival_from_trip_start: 0:59:29 stop_time_departure_from_trip_start: 1:04:29 ~ movement time: 0:05:17 ~ 5 --> c000108 / 肯德基-中和環球餐廳 / [25.00609, 121.47514] / arr: 2024-11-25 01:54:15+00:00 dep: 2024-11-25 01:59:15+00:00 stop_time_arrival_from_trip_start: 1:11:50 stop_time_departure_from_trip_start: 1:16:50 ~ movement time: 0:07:21 ~ 6 --> c000052 / 肯德基-中和連城餐廳 / [24.9962, 121.48799] / arr: 2024-11-25 02:06:36+00:00 dep: 2024-11-25 02:11:36+00:00 stop_time_arrival_from_trip_start: 1:23:59 stop_time_departure_from_trip_start: 1:28:59 ~ movement time: 0:07:09 ~ 7 --> c000004 / 肯德基-中和興南餐廳 / [24.98914, 121.50996] / arr: 2024-11-25 02:18:45+00:00 dep: 2024-11-25 02:23:45+00:00 stop_time_arrival_from_trip_start: 1:33:20 stop_time_departure_from_trip_start: 1:38:20 ~ movement time: 0:04:21 ~ 8 --> c000038 / 肯德基-永和中正餐廳 / [24.99907, 121.51711] / arr: 2024-11-25 02:28:06+00:00 dep: 2024-11-25 02:33:06+00:00 stop_time_arrival_from_trip_start: 1:44:41 stop_time_departure_from_trip_start: 1:54:41 ~ movement time: 0:06:21 ~ 9 --> c000155 / 肯德基-永和中山餐廳 / [25.0062, 121.50575] / arr: 2024-11-25 02:39:27+00:00 dep: 2024-11-25 02:49:27+00:00 stop_time_arrival_from_trip_start: 1:56:28 stop_time_departure_from_trip_start: 2:01:28 ~ movement time: 0:01:47 ~ 10 --> c000010 / 肯德基-中和福祥餐廳 / [25.00264, 121.49895] / arr: 2024-11-25 02:51:14+00:00 dep: 2024-11-25 02:56:14+00:00 stop_time_arrival_from_trip_start: 2:06:40 stop_time_departure_from_trip_start: 2:11:40 ~ movement time: 0:05:12 ~ 11 --> c000124 / 肯德基-台北萬大餐廳 / [25.02543, 121.50039] / arr: 2024-11-25 03:01:26+00:00 dep: 2024-11-25 03:06:26+00:00 stop_time_arrival_from_trip_start: 2:21:37 stop_time_departure_from_trip_start: 2:36:37 ~ movement time: 0:09:57 ~ 12 --> c000118 / 肯德基-台北車站B2餐廳 / [25.04745, 121.51614] / arr: 2024-11-25 03:16:23+00:00 dep: 2024-11-25 03:31:23+00:00 12 --> c000117 / 肯德基-台北車站B1餐廳 / [25.04745, 121.51614] / arr: 2024-11-25 03:16:23+00:00 dep: 2024-11-25 03:31:23+00:00 stop_time_arrival_from_trip_start: 2:39:59 stop_time_departure_from_trip_start: 2:49:59 ~ movement time: 0:03:22 ~ 13 --> c000097 / 肯德基-台北南京西餐廳 / [25.05267, 121.52003] / arr: 2024-11-25 03:34:45+00:00 dep: 2024-11-25 03:44:45+00:00 stop_time_arrival_from_trip_start: 3:00:14 stop_time_departure_from_trip_start: 4:05:14 ~ movement time: 0:10:15 ~ 14 --> c000002 / 肯德基-台北台大餐廳 / [25.01707, 121.53325] / arr: 2024-11-25 03:55:00+00:00 dep: 2024-11-25 05:00:00+00:00 14 --> break / None / [25.01707, 121.53325] / arr: 2024-11-25 03:55:00+00:00 dep: 2024-11-25 05:00:00+00:00 stop_time_arrival_from_trip_start: 4:21:02 stop_time_departure_from_trip_start: 4:26:02 ~ movement time: 0:15:48 ~ 15 --> c000088 / 肯德基-新店光明餐廳 / [24.95911, 121.53831] / arr: 2024-11-25 05:15:48+00:00 dep: 2024-11-25 05:20:48+00:00 stop_time_arrival_from_trip_start: 4:32:09 stop_time_departure_from_trip_start: 4:37:09 ~ movement time: 0:06:07 ~ 16 --> c000086 / 肯德基-新店北新餐廳 / [24.97327, 121.54287] / arr: 2024-11-25 05:26:55+00:00 dep: 2024-11-25 05:31:55+00:00 stop_time_arrival_from_trip_start: 4:48:02 stop_time_departure_from_trip_start: 4:58:02 ~ movement time: 0:10:53 ~ 17 --> c000151 / 肯德基-文山木柵餐廳 / [24.98858, 121.56681] / arr: 2024-11-25 05:42:48+00:00 dep: 2024-11-25 05:52:48+00:00 stop_time_arrival_from_trip_start: 5:05:07 stop_time_departure_from_trip_start: 5:10:07 ~ movement time: 0:07:05 ~ 18 --> c000122 / 肯德基-文山興隆餐廳 / [25.00079, 121.55484] / arr: 2024-11-25 05:59:53+00:00 dep: 2024-11-25 06:04:53+00:00 stop_time_arrival_from_trip_start: 5:24:41 stop_time_departure_from_trip_start: 5:34:41 ~ movement time: 0:14:34 ~ 19 --> c000109 / 肯德基-台北莊敬餐廳 / [25.02795, 121.56387] / arr: 2024-11-25 06:19:27+00:00 dep: 2024-11-25 06:29:27+00:00 stop_time_arrival_from_trip_start: 5:43:01 stop_time_departure_from_trip_start: 5:53:01 ~ movement time: 0:08:20 ~ 20 --> c000077 / 肯德基-台北永春餐廳 / [25.041, 121.57313] / arr: 2024-11-25 06:37:47+00:00 dep: 2024-11-25 06:47:47+00:00 stop_time_arrival_from_trip_start: 6:04:38 stop_time_departure_from_trip_start: 6:14:38 ~ movement time: 0:11:37 ~ 21 --> c000133 / 肯德基-台北南港餐廳 / [25.05579, 121.61395] / arr: 2024-11-25 06:59:24+00:00 dep: 2024-11-25 07:09:24+00:00 stop_time_arrival_from_trip_start: 6:27:23 stop_time_departure_from_trip_start: 6:37:23 ~ movement time: 0:12:45 ~ 22 --> c000141 / 肯德基-汐止大同餐廳 / [25.06729, 121.65759] / arr: 2024-11-25 07:22:09+00:00 dep: 2024-11-25 07:32:09+00:00 stop_time_arrival_from_trip_start: 6:50:34 stop_time_departure_from_trip_start: 7:00:34 ~ movement time: 0:13:11 ~ 23 --> c000049 / 肯德基-台北東湖二餐廳 / [25.06821, 121.61631] / arr: 2024-11-25 07:45:20+00:00 dep: 2024-11-25 07:55:20+00:00 stop_time_arrival_from_trip_start: 7:16:34 stop_time_departure_from_trip_start: 7:21:34 ~ movement time: 0:16:00 ~ 24 --> c000074 / 肯德基-台北內湖餐廳 / [25.08252, 121.56485] / arr: 2024-11-25 08:11:20+00:00 dep: 2024-11-25 08:16:20+00:00 stop_time_arrival_from_trip_start: 7:35:51 stop_time_departure_from_trip_start: 7:35:51 ~ movement time: 0:14:17 ~ 25 --> arrival / None / [25.0633628527129, 121.5517443657892] / arr: 2024-11-25 08:30:37+00:00 dep: 2024-11-25 08:30:37+00:00 calculating routes for tour: 1 / vehicle: isuzu_6 / stops: 14 / cost: 2410 / distance: 56799 / duration: 17682 stop_time_arrival_from_trip_start: 0 stop_time_departure_from_trip_start: 0 0 --> departure / None / [25.0633628527129, 121.5517443657892] / arr: 2024-11-25 00:00:00+00:00 dep: 2024-11-25 05:00:00+00:00 0 --> break / None / [25.0633628527129, 121.5517443657892] / arr: 2024-11-25 00:00:00+00:00 dep: 2024-11-25 05:00:00+00:00 stop_time_arrival_from_trip_start: 0:11:06 stop_time_departure_from_trip_start: 0:16:06 ~ movement time: 0:11:06 ~ 1 --> c000082 / 肯德基-三重重新二餐廳 / [25.06293, 121.49969] / arr: 2024-11-25 05:11:06+00:00 dep: 2024-11-25 05:16:06+00:00 stop_time_arrival_from_trip_start: 0:17:57 stop_time_departure_from_trip_start: 0:27:57 ~ movement time: 0:01:51 ~ 2 --> c000153 / 肯德基-三重正義餐廳 / [25.06667, 121.4966] / arr: 2024-11-25 05:17:57+00:00 dep: 2024-11-25 05:27:57+00:00 stop_time_arrival_from_trip_start: 0:48:59 stop_time_departure_from_trip_start: 0:53:59 ~ movement time: 0:21:02 ~ 3 --> c000008 / 肯德基-台北石牌餐廳 / [25.11494, 121.51556] / arr: 2024-11-25 05:48:59+00:00 dep: 2024-11-25 05:53:59+00:00 stop_time_arrival_from_trip_start: 1:03:47 stop_time_departure_from_trip_start: 1:13:47 ~ movement time: 0:09:48 ~ 4 --> c000057 / 肯德基-北投光明餐廳 / [25.13673, 121.50431] / arr: 2024-11-25 06:03:47+00:00 dep: 2024-11-25 06:13:47+00:00 stop_time_arrival_from_trip_start: 1:28:20 stop_time_departure_from_trip_start: 1:33:20 ~ movement time: 0:14:33 ~ 5 --> c000148 / 肯德基-天母中山餐廳 / [25.11824, 121.53014] / arr: 2024-11-25 06:28:20+00:00 dep: 2024-11-25 06:33:20+00:00 stop_time_arrival_from_trip_start: 1:33:30 stop_time_departure_from_trip_start: 1:38:30 ~ movement time: 0:00:10 ~ 6 --> c000098 / 肯德基-台北天母餐廳 / [25.11811, 121.53084] / arr: 2024-11-25 06:33:30+00:00 dep: 2024-11-25 06:38:30+00:00 stop_time_arrival_from_trip_start: 1:48:11 stop_time_departure_from_trip_start: 1:58:11 ~ movement time: 0:09:41 ~ 7 --> c000127 / 肯德基-士林文昌餐廳 / [25.09447, 121.5223] / arr: 2024-11-25 06:48:11+00:00 dep: 2024-11-25 06:58:11+00:00 stop_time_arrival_from_trip_start: 2:01:27 stop_time_departure_from_trip_start: 2:11:27 ~ movement time: 0:03:16 ~ 8 --> c000039 / 肯德基-台北士林餐廳 / [25.0873, 121.5259] / arr: 2024-11-25 07:01:27+00:00 dep: 2024-11-25 07:11:27+00:00 stop_time_arrival_from_trip_start: 2:26:56 stop_time_departure_from_trip_start: 2:36:56 ~ movement time: 0:15:29 ~ 9 --> c000021 / 肯德基-蘆洲三民餐廳 / [25.08714, 121.47138] / arr: 2024-11-25 07:26:56+00:00 dep: 2024-11-25 07:36:56+00:00 stop_time_arrival_from_trip_start: 2:47:23 stop_time_departure_from_trip_start: 2:57:23 ~ movement time: 0:10:27 ~ 10 --> c000137 / 肯德基-五股成泰餐廳 / [25.08458, 121.4385] / arr: 2024-11-25 07:47:23+00:00 dep: 2024-11-25 07:57:23+00:00 stop_time_arrival_from_trip_start: 3:10:29 stop_time_departure_from_trip_start: 3:15:29 ~ movement time: 0:13:06 ~ 11 --> c000032 / 肯德基-三重三和餐廳 / [25.07921, 121.48224] / arr: 2024-11-25 08:10:29+00:00 dep: 2024-11-25 08:15:29+00:00 stop_time_arrival_from_trip_start: 3:36:19 stop_time_departure_from_trip_start: 3:46:19 ~ movement time: 0:20:50 ~ 12 --> c000055 / 肯德基-台北中山餐廳 / [25.05177, 121.5436] / arr: 2024-11-25 08:36:19+00:00 dep: 2024-11-25 08:46:19+00:00 stop_time_arrival_from_trip_start: 3:54:42 stop_time_departure_from_trip_start: 3:54:42 ~ movement time: 0:08:23 ~ 13 --> arrival / None / [25.0633628527129, 121.5517443657892] / arr: 2024-11-25 08:54:42+00:00 dep: 2024-11-25 08:54:42+00:00 calculating routes for tour: 2 / vehicle: mitsubishi_6 / stops: 14 / cost: 2900 / distance: 54811 / duration: 15659 stop_time_arrival_from_trip_start: 0 stop_time_departure_from_trip_start: 0 0 --> departure / None / [22.570109085287, 120.3416894676074] / arr: 2024-11-25 00:00:00+00:00 dep: 2024-11-25 05:00:00+00:00 0 --> break / None / [22.570109085287, 120.3416894676074] / arr: 2024-11-25 00:00:00+00:00 dep: 2024-11-25 05:00:00+00:00 stop_time_arrival_from_trip_start: 0:06:13 stop_time_departure_from_trip_start: 0:16:13 ~ movement time: 0:06:13 ~ 1 --> c000085 / 肯德基-鳳山五甲一餐廳 / [22.59008, 120.32425] / arr: 2024-11-25 05:06:13+00:00 dep: 2024-11-25 05:16:13+00:00 stop_time_arrival_from_trip_start: 0:20:07 stop_time_departure_from_trip_start: 0:25:07 ~ movement time: 0:03:54 ~ 2 --> c000064 / 肯德基-鳳山五甲二餐廳 / [22.60091, 120.33976] / arr: 2024-11-25 05:20:07+00:00 dep: 2024-11-25 05:25:07+00:00 stop_time_arrival_from_trip_start: 0:34:49 stop_time_departure_from_trip_start: 0:44:49 ~ movement time: 0:09:42 ~ 3 --> c000015 / 肯德基-高雄沿海餐廳 / [22.56732, 120.35157] / arr: 2024-11-25 05:34:49+00:00 dep: 2024-11-25 05:44:49+00:00 stop_time_arrival_from_trip_start: 1:02:59 stop_time_departure_from_trip_start: 1:12:59 ~ movement time: 0:18:10 ~ 4 --> c000041 / 肯德基-高雄站前餐廳 / [22.6379, 120.30108] / arr: 2024-11-25 06:02:59+00:00 dep: 2024-11-25 06:12:59+00:00 stop_time_arrival_from_trip_start: 1:17:52 stop_time_departure_from_trip_start: 1:22:52 ~ movement time: 0:04:53 ~ 5 --> c000006 / 肯德基-高雄十全餐廳 / [22.64501, 120.30923] / arr: 2024-11-25 06:17:52+00:00 dep: 2024-11-25 06:22:52+00:00 stop_time_arrival_from_trip_start: 1:37:35 stop_time_departure_from_trip_start: 1:42:35 ~ movement time: 0:14:43 ~ 6 --> c000116 / 肯德基-左營環球餐廳 / [22.68762, 120.30674] / arr: 2024-11-25 06:37:35+00:00 dep: 2024-11-25 06:42:35+00:00 stop_time_arrival_from_trip_start: 1:55:44 stop_time_departure_from_trip_start: 2:00:44 ~ movement time: 0:13:09 ~ 7 --> c000070 / 肯德基-高雄自由餐廳 / [22.66062, 120.30884] / arr: 2024-11-25 06:55:44+00:00 dep: 2024-11-25 07:00:44+00:00 stop_time_arrival_from_trip_start: 2:08:03 stop_time_departure_from_trip_start: 2:13:03 ~ movement time: 0:07:19 ~ 8 --> c000058 / 肯德基-高雄大順二餐廳 / [22.64441, 120.32627] / arr: 2024-11-25 07:08:03+00:00 dep: 2024-11-25 07:13:03+00:00 stop_time_arrival_from_trip_start: 2:17:16 stop_time_departure_from_trip_start: 2:27:16 ~ movement time: 0:04:13 ~ 9 --> c000069 / 肯德基-高雄大順餐廳 / [22.63253, 120.32548] / arr: 2024-11-25 07:17:16+00:00 dep: 2024-11-25 07:27:16+00:00 stop_time_arrival_from_trip_start: 2:30:11 stop_time_departure_from_trip_start: 2:40:11 ~ movement time: 0:02:55 ~ 10 --> c000149 / 肯德基-高雄文化餐廳 / [22.62796, 120.31531] / arr: 2024-11-25 07:30:11+00:00 dep: 2024-11-25 07:40:11+00:00 stop_time_arrival_from_trip_start: 2:44:12 stop_time_departure_from_trip_start: 2:49:12 ~ movement time: 0:04:01 ~ 11 --> c000044 / 肯德基-高雄三多餐廳 / [22.6198, 120.32263] / arr: 2024-11-25 07:44:12+00:00 dep: 2024-11-25 07:49:12+00:00 stop_time_arrival_from_trip_start: 2:55:40 stop_time_departure_from_trip_start: 3:05:40 ~ movement time: 0:06:28 ~ 12 --> c000035 / 肯德基-高雄中華五餐廳 / [22.60521, 120.30503] / arr: 2024-11-25 07:55:40+00:00 dep: 2024-11-25 08:05:40+00:00 stop_time_arrival_from_trip_start: 3:20:59 stop_time_departure_from_trip_start: 3:20:59 ~ movement time: 0:15:19 ~ 13 --> arrival / None / [22.570109085287, 120.3416894676074] / arr: 2024-11-25 08:20:59+00:00 dep: 2024-11-25 08:20:59+00:00 calculating routes for tour: 3 / vehicle: mitsubishi_2 / stops: 11 / cost: 3376 / distance: 135075 / duration: 17538 stop_time_arrival_from_trip_start: 0 stop_time_departure_from_trip_start: 0 0 --> departure / None / [22.570109085287, 120.3416894676074] / arr: 2024-11-25 00:00:00+00:00 dep: 2024-11-25 05:00:00+00:00 0 --> break / None / [22.570109085287, 120.3416894676074] / arr: 2024-11-25 00:00:00+00:00 dep: 2024-11-25 05:00:00+00:00 stop_time_arrival_from_trip_start: 0:54:54 stop_time_departure_from_trip_start: 1:04:54 ~ movement time: 0:54:54 ~ 1 --> c000123 / 肯德基-台南成大餐廳 / [22.99603, 120.22089] / arr: 2024-11-25 05:54:54+00:00 dep: 2024-11-25 06:04:54+00:00 stop_time_arrival_from_trip_start: 1:13:44 stop_time_departure_from_trip_start: 1:23:44 ~ movement time: 0:08:50 ~ 2 --> c000013 / 肯德基-台南西門二餐廳 / [23.00881, 120.20743] / arr: 2024-11-25 06:13:44+00:00 dep: 2024-11-25 06:23:44+00:00 stop_time_arrival_from_trip_start: 1:32:55 stop_time_departure_from_trip_start: 1:37:55 ~ movement time: 0:09:11 ~ 3 --> c000040 / 肯德基-台南永康餐廳 / [23.04153, 120.24255] / arr: 2024-11-25 06:32:55+00:00 dep: 2024-11-25 06:37:55+00:00 stop_time_arrival_from_trip_start: 1:52:23 stop_time_departure_from_trip_start: 1:57:23 ~ movement time: 0:14:28 ~ 4 --> c000144 / 肯德基-台南海佃餐廳 / [23.0237, 120.19181] / arr: 2024-11-25 06:52:23+00:00 dep: 2024-11-25 06:57:23+00:00 stop_time_arrival_from_trip_start: 1:59:14 stop_time_departure_from_trip_start: 2:04:14 ~ movement time: 0:01:51 ~ 5 --> c000142 / 肯德基-台南海佃餐廳 / [23.02865, 120.19058] / arr: 2024-11-25 06:59:14+00:00 dep: 2024-11-25 07:04:14+00:00 stop_time_arrival_from_trip_start: 2:16:55 stop_time_departure_from_trip_start: 2:21:55 ~ movement time: 0:12:41 ~ 6 --> c000056 / 肯德基-台南安平餐廳 / [22.98849, 120.17317] / arr: 2024-11-25 07:16:55+00:00 dep: 2024-11-25 07:21:55+00:00 stop_time_arrival_from_trip_start: 2:27:58 stop_time_departure_from_trip_start: 2:32:58 ~ movement time: 0:06:03 ~ 7 --> c000156 / 肯德基-台南金華餐廳 / [22.98102, 120.19147] / arr: 2024-11-25 07:27:58+00:00 dep: 2024-11-25 07:32:58+00:00 stop_time_arrival_from_trip_start: 2:40:35 stop_time_departure_from_trip_start: 2:50:35 ~ movement time: 0:07:37 ~ 8 --> c000099 / 肯德基-台南崇明餐廳 / [22.97638, 120.22119] / arr: 2024-11-25 07:40:35+00:00 dep: 2024-11-25 07:50:35+00:00 stop_time_arrival_from_trip_start: 2:54:03 stop_time_departure_from_trip_start: 3:04:03 ~ movement time: 0:03:28 ~ 9 --> c000047 / 肯德基-台南東門餐廳 / [22.98225, 120.22792] / arr: 2024-11-25 07:54:03+00:00 dep: 2024-11-25 08:04:03+00:00 stop_time_arrival_from_trip_start: 3:52:18 stop_time_departure_from_trip_start: 3:52:18 ~ movement time: 0:48:15 ~ 10 --> arrival / None / [22.570109085287, 120.3416894676074] / arr: 2024-11-25 08:52:18+00:00 dep: 2024-11-25 08:52:18+00:00 calculating routes for tour: 4 / vehicle: mitsubishi_1 / stops: 9 / cost: 5289 / distance: 430664 / duration: 28403 stop_time_arrival_from_trip_start: 0 stop_time_departure_from_trip_start: 0 0 --> departure / None / [22.570109085287, 120.3416894676074] / arr: 2024-11-25 00:00:00+00:00 dep: 2024-11-25 00:00:00+00:00 stop_time_arrival_from_trip_start: 2:29:28 stop_time_departure_from_trip_start: 2:39:28 ~ movement time: 2:29:28 ~ 1 --> c000023 / 肯德基-台中三越餐廳 / [24.16563, 120.6438] / arr: 2024-11-25 02:29:28+00:00 dep: 2024-11-25 02:39:28+00:00 stop_time_arrival_from_trip_start: 2:41:24 stop_time_departure_from_trip_start: 2:46:24 ~ movement time: 0:01:56 ~ 2 --> c000080 / 肯德基-中港愛買餐廳 / [24.16183, 120.65072] / arr: 2024-11-25 02:41:24+00:00 dep: 2024-11-25 02:46:24+00:00 stop_time_arrival_from_trip_start: 2:57:44 stop_time_departure_from_trip_start: 3:07:44 ~ movement time: 0:11:20 ~ 3 --> c000037 / 肯德基-台中永福餐廳 / [24.18456, 120.62095] / arr: 2024-11-25 02:57:44+00:00 dep: 2024-11-25 03:07:44+00:00 stop_time_arrival_from_trip_start: 3:10:35 stop_time_departure_from_trip_start: 3:20:35 ~ movement time: 0:02:51 ~ 4 --> c000157 / 肯德基-台中台糖餐廳 / [24.18367, 120.61457] / arr: 2024-11-25 03:10:35+00:00 dep: 2024-11-25 03:20:35+00:00 stop_time_arrival_from_trip_start: 3:36:54 stop_time_departure_from_trip_start: 3:41:54 ~ movement time: 0:16:19 ~ 5 --> c000084 / 肯德基-台中沙鹿餐廳 / [24.23578, 120.55913] / arr: 2024-11-25 03:36:54+00:00 dep: 2024-11-25 03:41:54+00:00 stop_time_arrival_from_trip_start: 4:16:35 stop_time_departure_from_trip_start: 5:21:35 ~ movement time: 0:34:41 ~ 6 --> c000112 / 肯德基-彰化鹿港餐廳 / [24.05574, 120.43347] / arr: 2024-11-25 04:16:35+00:00 dep: 2024-11-25 05:21:35+00:00 6 --> break / None / [24.05574, 120.43347] / arr: 2024-11-25 04:16:35+00:00 dep: 2024-11-25 05:21:35+00:00 stop_time_arrival_from_trip_start: 7:22:53 stop_time_departure_from_trip_start: 7:27:53 ~ movement time: 2:01:18 ~ 7 --> c000024 / 肯德基-高雄楠梓二餐廳 / [22.72697, 120.32673] / arr: 2024-11-25 07:22:53+00:00 dep: 2024-11-25 07:27:53+00:00 stop_time_arrival_from_trip_start: 7:53:23 stop_time_departure_from_trip_start: 7:53:23 ~ movement time: 0:25:30 ~ 8 --> arrival / None / [22.570109085287, 120.3416894676074] / arr: 2024-11-25 07:53:23+00:00 dep: 2024-11-25 07:53:23+00:00 calculating routes for tour: 5 / vehicle: mitsubishi_8 / stops: 11 / cost: 5404 / distance: 454796 / duration: 28253 stop_time_arrival_from_trip_start: 0 stop_time_departure_from_trip_start: 0 0 --> departure / None / [22.570109085287, 120.3416894676074] / arr: 2024-11-25 00:00:00+00:00 dep: 2024-11-25 00:00:00+00:00 stop_time_arrival_from_trip_start: 2:22:07 stop_time_departure_from_trip_start: 2:32:07 ~ movement time: 2:22:07 ~ 1 --> c000071 / 肯德基-南投草屯餐廳 / [23.97505, 120.68364] / arr: 2024-11-25 02:22:07+00:00 dep: 2024-11-25 02:32:07+00:00 stop_time_arrival_from_trip_start: 2:53:56 stop_time_departure_from_trip_start: 2:58:56 ~ movement time: 0:21:49 ~ 2 --> c000102 / 肯德基-大里國光餐廳 / [24.10062, 120.68234] / arr: 2024-11-25 02:53:56+00:00 dep: 2024-11-25 02:58:56+00:00 stop_time_arrival_from_trip_start: 3:03:58 stop_time_departure_from_trip_start: 3:13:58 ~ movement time: 0:05:02 ~ 3 --> c000045 / 肯德基-大里中興餐廳 / [24.1104, 120.69003] / arr: 2024-11-25 03:03:58+00:00 dep: 2024-11-25 03:13:58+00:00 stop_time_arrival_from_trip_start: 3:25:42 stop_time_departure_from_trip_start: 3:30:42 ~ movement time: 0:11:44 ~ 4 --> c000022 / 肯德基-太平中山餐廳 / [24.14981, 120.71283] / arr: 2024-11-25 03:25:42+00:00 dep: 2024-11-25 03:30:42+00:00 stop_time_arrival_from_trip_start: 3:47:39 stop_time_departure_from_trip_start: 3:52:39 ~ movement time: 0:16:57 ~ 5 --> c000150 / 肯德基-台中潭子餐廳 / [24.21387, 120.70055] / arr: 2024-11-25 03:47:39+00:00 dep: 2024-11-25 03:52:39+00:00 stop_time_arrival_from_trip_start: 4:05:52 stop_time_departure_from_trip_start: 4:15:52 ~ movement time: 0:13:13 ~ 6 --> c000103 / 肯德基-台中豐原餐廳 / [24.25304, 120.72189] / arr: 2024-11-25 04:05:52+00:00 dep: 2024-11-25 04:15:52+00:00 stop_time_arrival_from_trip_start: 4:32:52 stop_time_departure_from_trip_start: 4:42:52 ~ movement time: 0:17:00 ~ 7 --> c000067 / 肯德基-台中大雅餐廳 / [24.2254, 120.64533] / arr: 2024-11-25 04:32:52+00:00 dep: 2024-11-25 04:42:52+00:00 stop_time_arrival_from_trip_start: 4:51:11 stop_time_departure_from_trip_start: 5:01:11 ~ movement time: 0:08:19 ~ 8 --> c000081 / 肯德基-台中后庄餐廳 / [24.18977, 120.66255] / arr: 2024-11-25 04:51:11+00:00 dep: 2024-11-25 05:01:11+00:00 stop_time_arrival_from_trip_start: 5:08:40 stop_time_departure_from_trip_start: 5:18:40 ~ movement time: 0:07:29 ~ 9 --> c000119 / 肯德基-台中中港愛買餐廳 / [24.1748, 120.66333] / arr: 2024-11-25 05:08:40+00:00 dep: 2024-11-25 05:18:40+00:00 stop_time_arrival_from_trip_start: 7:50:53 stop_time_departure_from_trip_start: 7:50:53 ~ movement time: 2:32:13 ~ 10 --> arrival / None / [22.570109085287, 120.3416894676074] / arr: 2024-11-25 07:50:53+00:00 dep: 2024-11-25 07:50:53+00:00 calculating routes for tour: 6 / vehicle: isuzu_8 / stops: 6 / cost: 2863 / distance: 168579 / duration: 17858 stop_time_arrival_from_trip_start: 0 stop_time_departure_from_trip_start: 0 0 --> departure / None / [25.0633628527129, 121.5517443657892] / arr: 2024-11-25 00:00:00+00:00 dep: 2024-11-25 05:00:00+00:00 0 --> break / None / [25.0633628527129, 121.5517443657892] / arr: 2024-11-25 00:00:00+00:00 dep: 2024-11-25 05:00:00+00:00 stop_time_arrival_from_trip_start: 0:48:22 stop_time_departure_from_trip_start: 0:58:22 ~ movement time: 0:48:22 ~ 1 --> c000135 / 肯德基-桃園大園餐廳 / [25.06246, 121.20148] / arr: 2024-11-25 05:48:22+00:00 dep: 2024-11-25 05:58:22+00:00 stop_time_arrival_from_trip_start: 1:42:32 stop_time_departure_from_trip_start: 1:52:32 ~ movement time: 0:44:10 ~ 2 --> c000159 / 肯德基-新竹新豐餐廳 / [24.8678, 120.99374] / arr: 2024-11-25 06:42:32+00:00 dep: 2024-11-25 06:52:32+00:00 stop_time_arrival_from_trip_start: 2:10:32 stop_time_departure_from_trip_start: 2:15:32 ~ movement time: 0:18:00 ~ 3 --> c000158 / 肯德基-竹北自強餐廳 / [24.81074, 121.02149] / arr: 2024-11-25 07:10:32+00:00 dep: 2024-11-25 07:15:32+00:00 stop_time_arrival_from_trip_start: 3:39:26 stop_time_departure_from_trip_start: 3:49:26 ~ movement time: 1:23:54 ~ 4 --> c000011 / 肯德基-台北中崙餐廳 / [25.04721, 121.54245] / arr: 2024-11-25 08:39:26+00:00 dep: 2024-11-25 08:49:26+00:00 stop_time_arrival_from_trip_start: 3:57:38 stop_time_departure_from_trip_start: 3:57:38 ~ movement time: 0:08:12 ~ 5 --> arrival / None / [25.0633628527129, 121.5517443657892] / arr: 2024-11-25 08:57:38+00:00 dep: 2024-11-25 08:57:38+00:00 calculating routes for tour: 7 / vehicle: mitsubishi_7 / stops: 7 / cost: 5323 / distance: 446836 / duration: 27239 stop_time_arrival_from_trip_start: 0 stop_time_departure_from_trip_start: 0 0 --> departure / None / [22.570109085287, 120.3416894676074] / arr: 2024-11-25 00:00:00+00:00 dep: 2024-11-25 00:05:03+00:00 stop_time_arrival_from_trip_start: 1:19:48 stop_time_departure_from_trip_start: 1:24:48 ~ movement time: 1:19:48 ~ 1 --> c000120 / 肯德基-新營中正餐廳 / [23.3072, 120.31611] / arr: 2024-11-25 01:24:51+00:00 dep: 2024-11-25 01:29:51+00:00 stop_time_arrival_from_trip_start: 2:37:10 stop_time_departure_from_trip_start: 2:47:10 ~ movement time: 1:12:22 ~ 2 --> c000043 / 肯德基-彰化中山餐廳 / [24.06824, 120.54014] / arr: 2024-11-25 02:42:13+00:00 dep: 2024-11-25 02:52:13+00:00 stop_time_arrival_from_trip_start: 2:52:05 stop_time_departure_from_trip_start: 2:57:05 ~ movement time: 0:04:55 ~ 3 --> c000140 / 肯德基-彰化民權餐廳 / [24.07694, 120.53719] / arr: 2024-11-25 02:57:08+00:00 dep: 2024-11-25 03:02:08+00:00 stop_time_arrival_from_trip_start: 3:03:32 stop_time_departure_from_trip_start: 3:08:32 ~ movement time: 0:06:27 ~ 4 --> c000020 / 肯德基-彰化金馬餐廳 / [24.09398, 120.54057] / arr: 2024-11-25 03:08:35+00:00 dep: 2024-11-25 03:13:35+00:00 stop_time_arrival_from_trip_start: 3:44:57 stop_time_departure_from_trip_start: 4:54:57 ~ movement time: 0:36:25 ~ 5 --> c000061 / 肯德基-台中烏日餐廳 / [24.33462, 120.61525] / arr: 2024-11-25 03:50:00+00:00 dep: 2024-11-25 05:00:00+00:00 5 --> break / None / [24.33462, 120.61525] / arr: 2024-11-25 03:50:00+00:00 dep: 2024-11-25 05:00:00+00:00 stop_time_arrival_from_trip_start: 7:33:59 stop_time_departure_from_trip_start: 7:33:59 ~ movement time: 2:39:02 ~ 6 --> arrival / None / [22.570109085287, 120.3416894676074] / arr: 2024-11-25 07:39:02+00:00 dep: 2024-11-25 07:39:02+00:00 calculating routes for tour: 8 / vehicle: isuzu_3 / stops: 7 / cost: 2784 / distance: 152738 / duration: 17385 stop_time_arrival_from_trip_start: 0 stop_time_departure_from_trip_start: 0 0 --> departure / None / [25.0633628527129, 121.5517443657892] / arr: 2024-11-25 00:00:00+00:00 dep: 2024-11-25 05:00:00+00:00 0 --> break / None / [25.0633628527129, 121.5517443657892] / arr: 2024-11-25 00:00:00+00:00 dep: 2024-11-25 05:00:00+00:00 stop_time_arrival_from_trip_start: 0:36:22 stop_time_departure_from_trip_start: 0:41:22 ~ movement time: 0:36:22 ~ 1 --> c000066 / 肯德基-南崁中正餐廳 / [25.04407, 121.29408] / arr: 2024-11-25 05:36:22+00:00 dep: 2024-11-25 05:41:22+00:00 stop_time_arrival_from_trip_start: 1:04:40 stop_time_departure_from_trip_start: 1:09:40 ~ movement time: 0:23:18 ~ 2 --> c000048 / 肯德基-中壢中正餐廳 / [24.95537, 121.22162] / arr: 2024-11-25 06:04:40+00:00 dep: 2024-11-25 06:09:40+00:00 stop_time_arrival_from_trip_start: 1:31:18 stop_time_departure_from_trip_start: 1:36:18 ~ movement time: 0:21:38 ~ 3 --> c000160 / 肯德基-龍潭北龍餐廳 / [24.86458, 121.211] / arr: 2024-11-25 06:31:18+00:00 dep: 2024-11-25 06:36:18+00:00 stop_time_arrival_from_trip_start: 2:54:48 stop_time_departure_from_trip_start: 2:59:48 ~ movement time: 1:18:30 ~ 4 --> c000090 / 肯德基-基隆忠二餐廳 / [25.12979, 121.74067] / arr: 2024-11-25 07:54:48+00:00 dep: 2024-11-25 07:59:48+00:00 stop_time_arrival_from_trip_start: 3:04:45 stop_time_departure_from_trip_start: 3:09:45 ~ movement time: 0:04:57 ~ 5 --> c000046 / 肯德基-基隆仁一餐廳 / [25.12789, 121.75095] / arr: 2024-11-25 08:04:45+00:00 dep: 2024-11-25 08:09:45+00:00 stop_time_arrival_from_trip_start: 3:49:45 stop_time_departure_from_trip_start: 3:49:45 ~ movement time: 0:40:00 ~ 6 --> arrival / None / [25.0633628527129, 121.5517443657892] / arr: 2024-11-25 08:49:45+00:00 dep: 2024-11-25 08:49:45+00:00 calculating routes for tour: 9 / vehicle: mitsubishi_4 / stops: 9 / cost: 5232 / distance: 416599 / duration: 28747 stop_time_arrival_from_trip_start: 0 stop_time_departure_from_trip_start: 0 0 --> departure / None / [22.570109085287, 120.3416894676074] / arr: 2024-11-25 00:00:00+00:00 dep: 2024-11-25 00:00:00+00:00 stop_time_arrival_from_trip_start: 2:17:39 stop_time_departure_from_trip_start: 2:27:39 ~ movement time: 2:17:39 ~ 1 --> c000003 / 肯德基-彰化員林餐廳 / [23.95943, 120.57111] / arr: 2024-11-25 02:17:39+00:00 dep: 2024-11-25 02:27:39+00:00 stop_time_arrival_from_trip_start: 3:03:17 stop_time_departure_from_trip_start: 3:08:17 ~ movement time: 0:35:38 ~ 2 --> c000094 / 肯德基-台中五權西餐廳 / [24.14006, 120.65156] / arr: 2024-11-25 03:03:17+00:00 dep: 2024-11-25 03:08:17+00:00 stop_time_arrival_from_trip_start: 3:14:23 stop_time_departure_from_trip_start: 3:24:23 ~ movement time: 0:06:06 ~ 3 --> c000063 / 肯德基-台中五權餐廳 / [24.15036, 120.67641] / arr: 2024-11-25 03:14:23+00:00 dep: 2024-11-25 03:24:23+00:00 stop_time_arrival_from_trip_start: 3:32:28 stop_time_departure_from_trip_start: 3:42:28 ~ movement time: 0:08:05 ~ 4 --> c000113 / 肯德基-北屯大買家餐廳 / [24.17624, 120.69952] / arr: 2024-11-25 03:32:28+00:00 dep: 2024-11-25 03:42:28+00:00 stop_time_arrival_from_trip_start: 3:49:27 stop_time_departure_from_trip_start: 3:59:27 ~ movement time: 0:06:59 ~ 5 --> c000093 / 肯德基-台中文心餐廳 / [24.17358, 120.67646] / arr: 2024-11-25 03:49:27+00:00 dep: 2024-11-25 03:59:27+00:00 stop_time_arrival_from_trip_start: 4:15:13 stop_time_departure_from_trip_start: 4:20:13 ~ movement time: 0:15:46 ~ 6 --> c000036 / 肯德基-台中復興餐廳 / [24.11732, 120.658] / arr: 2024-11-25 04:15:13+00:00 dep: 2024-11-25 04:20:13+00:00 stop_time_arrival_from_trip_start: 4:24:22 stop_time_departure_from_trip_start: 5:34:22 ~ movement time: 0:04:09 ~ 7 --> c000125 / 肯德基-台中烏日餐廳 / [24.10725, 120.63624] / arr: 2024-11-25 04:24:22+00:00 dep: 2024-11-25 05:34:22+00:00 7 --> break / None / [24.10725, 120.63624] / arr: 2024-11-25 04:24:22+00:00 dep: 2024-11-25 05:34:22+00:00 stop_time_arrival_from_trip_start: 7:59:07 stop_time_departure_from_trip_start: 7:59:07 ~ movement time: 2:24:45 ~ 8 --> arrival / None / [22.570109085287, 120.3416894676074] / arr: 2024-11-25 07:59:07+00:00 dep: 2024-11-25 07:59:07+00:00 calculating routes for tour: 10 / vehicle: isuzu_5 / stops: 13 / cost: 3626 / distance: 274327 / duration: 28165 stop_time_arrival_from_trip_start: 0 stop_time_departure_from_trip_start: 0 0 --> departure / None / [25.0633628527129, 121.5517443657892] / arr: 2024-11-25 00:00:00+00:00 dep: 2024-11-25 00:37:05+00:00 stop_time_arrival_from_trip_start: 0:40:53 stop_time_departure_from_trip_start: 0:50:53 ~ movement time: 0:40:53 ~ 1 --> c000073 / 肯德基-桃園經國餐廳 / [25.01499, 121.30609] / arr: 2024-11-25 01:17:58+00:00 dep: 2024-11-25 01:27:58+00:00 stop_time_arrival_from_trip_start: 1:04:38 stop_time_departure_from_trip_start: 1:14:38 ~ movement time: 0:13:45 ~ 2 --> c000059 / 肯德基-桃園台茂餐廳 / [25.05292, 121.28768] / arr: 2024-11-25 01:41:43+00:00 dep: 2024-11-25 01:51:43+00:00 stop_time_arrival_from_trip_start: 1:40:03 stop_time_departure_from_trip_start: 1:45:03 ~ movement time: 0:25:25 ~ 3 --> c000034 / 肯德基-中壢環中東餐廳 / [24.96236, 121.25531] / arr: 2024-11-25 02:17:08+00:00 dep: 2024-11-25 02:22:08+00:00 stop_time_arrival_from_trip_start: 1:53:55 stop_time_departure_from_trip_start: 2:03:55 ~ movement time: 0:08:52 ~ 4 --> c000075 / 肯德基-中壢中和餐廳 / [24.95413, 121.22565] / arr: 2024-11-25 02:31:00+00:00 dep: 2024-11-25 02:41:00+00:00 stop_time_arrival_from_trip_start: 2:20:37 stop_time_departure_from_trip_start: 2:30:37 ~ movement time: 0:16:42 ~ 5 --> c000027 / 肯德基-楊梅中山餐廳 / [24.90889, 121.16696] / arr: 2024-11-25 02:57:42+00:00 dep: 2024-11-25 03:07:42+00:00 stop_time_arrival_from_trip_start: 2:35:54 stop_time_departure_from_trip_start: 2:40:54 ~ movement time: 0:05:17 ~ 6 --> c000146 / 肯德基-楊梅大成餐廳 / [24.9104, 121.14567] / arr: 2024-11-25 03:12:59+00:00 dep: 2024-11-25 03:17:59+00:00 stop_time_arrival_from_trip_start: 2:55:05 stop_time_departure_from_trip_start: 3:00:05 ~ movement time: 0:14:11 ~ 7 --> c000050 / 肯德基-中壢民族餐廳 / [24.95739, 121.20469] / arr: 2024-11-25 03:32:10+00:00 dep: 2024-11-25 03:37:10+00:00 stop_time_arrival_from_trip_start: 3:42:23 stop_time_departure_from_trip_start: 4:47:23 ~ movement time: 0:42:18 ~ 8 --> c000030 / 肯德基-苗栗頭份餐廳 / [24.69083, 120.91315] / arr: 2024-11-25 04:19:28+00:00 dep: 2024-11-25 05:24:28+00:00 8 --> break / None / [24.69083, 120.91315] / arr: 2024-11-25 04:19:28+00:00 dep: 2024-11-25 05:24:28+00:00 stop_time_arrival_from_trip_start: 5:12:07 stop_time_departure_from_trip_start: 5:22:07 ~ movement time: 0:24:44 ~ 9 --> c000089 / 肯德基-苗栗中正餐廳 / [24.55175, 120.81604] / arr: 2024-11-25 05:49:12+00:00 dep: 2024-11-25 05:59:12+00:00 stop_time_arrival_from_trip_start: 6:18:59 stop_time_departure_from_trip_start: 6:28:59 ~ movement time: 0:56:52 ~ 10 --> c000029 / 肯德基-龍潭北龍餐廳 / [24.86839, 121.21836] / arr: 2024-11-25 06:56:04+00:00 dep: 2024-11-25 07:06:04+00:00 stop_time_arrival_from_trip_start: 7:12:47 stop_time_departure_from_trip_start: 7:22:47 ~ movement time: 0:43:48 ~ 11 --> c000025 / 肯德基-新莊中港餐廳 / [25.0447, 121.45266] / arr: 2024-11-25 07:49:52+00:00 dep: 2024-11-25 07:59:52+00:00 stop_time_arrival_from_trip_start: 7:49:25 stop_time_departure_from_trip_start: 7:49:25 ~ movement time: 0:26:38 ~ 12 --> arrival / None / [25.0633628527129, 121.5517443657892] / arr: 2024-11-25 08:26:30+00:00 dep: 2024-11-25 08:26:30+00:00 calculating routes for tour: 11 / vehicle: mitsubishi_9 / stops: 4 / cost: 5484 / distance: 479141 / duration: 27210 stop_time_arrival_from_trip_start: 0 stop_time_departure_from_trip_start: 0 0 --> departure / None / [22.570109085287, 120.3416894676074] / arr: 2024-11-25 00:00:00+00:00 dep: 2024-11-25 00:23:45+00:00 stop_time_arrival_from_trip_start: 1:36:20 stop_time_departure_from_trip_start: 1:46:20 ~ movement time: 1:36:20 ~ 1 --> c000009 / 肯德基-嘉義垂楊餐廳 / [23.47376, 120.44832] / arr: 2024-11-25 02:00:05+00:00 dep: 2024-11-25 02:10:05+00:00 stop_time_arrival_from_trip_start: 3:26:15 stop_time_departure_from_trip_start: 4:36:15 ~ movement time: 1:39:55 ~ 2 --> c000087 / 肯德基-南投埔里餐廳 / [23.96371, 120.96889] / arr: 2024-11-25 03:50:00+00:00 dep: 2024-11-25 05:00:00+00:00 2 --> break / None / [23.96371, 120.96889] / arr: 2024-11-25 03:50:00+00:00 dep: 2024-11-25 05:00:00+00:00 stop_time_arrival_from_trip_start: 7:33:30 stop_time_departure_from_trip_start: 7:33:30 ~ movement time: 2:57:15 ~ 3 --> arrival / None / [22.570109085287, 120.3416894676074] / arr: 2024-11-25 07:57:15+00:00 dep: 2024-11-25 07:57:15+00:00 calculating routes for tour: 12 / vehicle: isuzu_10 / stops: 8 / cost: 3145 / distance: 182177 / duration: 24739 stop_time_arrival_from_trip_start: 0 stop_time_departure_from_trip_start: 0 0 --> departure / None / [25.0633628527129, 121.5517443657892] / arr: 2024-11-25 00:00:00+00:00 dep: 2024-11-25 00:52:33+00:00 stop_time_arrival_from_trip_start: 2:06:31 stop_time_departure_from_trip_start: 2:16:31 ~ movement time: 2:06:31 ~ 1 --> c000033 / 肯德基-宜蘭新興餐廳 / [24.75614, 121.75809] / arr: 2024-11-25 02:59:04+00:00 dep: 2024-11-25 03:09:04+00:00 stop_time_arrival_from_trip_start: 2:18:31 stop_time_departure_from_trip_start: 2:23:31 ~ movement time: 0:02:00 ~ 2 --> c000152 / 肯德基-宜蘭舊城餐廳 / [24.75487, 121.75482] / arr: 2024-11-25 03:11:04+00:00 dep: 2024-11-25 03:16:04+00:00 stop_time_arrival_from_trip_start: 2:25:41 stop_time_departure_from_trip_start: 2:30:41 ~ movement time: 0:02:10 ~ 3 --> c000028 / 肯德基-宜蘭家樂福餐廳 / [24.75405, 121.74993] / arr: 2024-11-25 03:18:14+00:00 dep: 2024-11-25 03:23:14+00:00 stop_time_arrival_from_trip_start: 2:45:34 stop_time_departure_from_trip_start: 2:55:34 ~ movement time: 0:14:53 ~ 4 --> c000143 / 肯德基-羅東興東餐廳 / [24.67959, 121.769] / arr: 2024-11-25 03:38:07+00:00 dep: 2024-11-25 03:48:07+00:00 stop_time_arrival_from_trip_start: 2:57:27 stop_time_departure_from_trip_start: 4:07:27 ~ movement time: 0:01:53 ~ 5 --> c000053 / 肯德基-宜蘭羅東餐廳 / [24.67627, 121.76674] / arr: 2024-11-25 03:50:00+00:00 dep: 2024-11-25 05:00:00+00:00 5 --> break / None / [24.67627, 121.76674] / arr: 2024-11-25 03:50:00+00:00 dep: 2024-11-25 05:00:00+00:00 stop_time_arrival_from_trip_start: 6:36:24 stop_time_departure_from_trip_start: 6:41:24 ~ movement time: 2:28:57 ~ 6 --> c000138 / 肯德基-三重三和餐廳 / [25.0363, 121.55691] / arr: 2024-11-25 07:28:57+00:00 dep: 2024-11-25 07:33:57+00:00 stop_time_arrival_from_trip_start: 6:52:19 stop_time_departure_from_trip_start: 6:52:19 ~ movement time: 0:10:55 ~ 7 --> arrival / None / [25.0633628527129, 121.5517443657892] / arr: 2024-11-25 07:44:52+00:00 dep: 2024-11-25 07:44:52+00:00 calculating routes for tour: 13 / vehicle: isuzu_9 / stops: 13 / cost: 2446 / distance: 65476 / duration: 17726 stop_time_arrival_from_trip_start: 0 stop_time_departure_from_trip_start: 0 0 --> departure / None / [25.0633628527129, 121.5517443657892] / arr: 2024-11-25 00:00:00+00:00 dep: 2024-11-25 05:00:00+00:00 0 --> break / None / [25.0633628527129, 121.5517443657892] / arr: 2024-11-25 00:00:00+00:00 dep: 2024-11-25 05:00:00+00:00 stop_time_arrival_from_trip_start: 0:24:06 stop_time_departure_from_trip_start: 0:34:06 ~ movement time: 0:24:06 ~ 1 --> c000107 / 肯德基-泰山明志餐廳 / [25.05904, 121.43136] / arr: 2024-11-25 05:24:06+00:00 dep: 2024-11-25 05:34:06+00:00 stop_time_arrival_from_trip_start: 0:50:50 stop_time_departure_from_trip_start: 1:00:50 ~ movement time: 0:16:44 ~ 2 --> c000051 / 肯德基-林口文化餐廳 / [25.06991, 121.37173] / arr: 2024-11-25 05:50:50+00:00 dep: 2024-11-25 06:00:50+00:00 stop_time_arrival_from_trip_start: 1:08:08 stop_time_departure_from_trip_start: 1:13:08 ~ movement time: 0:07:18 ~ 3 --> c000060 / 肯德基-林口復興餐廳 / [25.05909, 121.36743] / arr: 2024-11-25 06:08:08+00:00 dep: 2024-11-25 06:13:08+00:00 stop_time_arrival_from_trip_start: 1:31:31 stop_time_departure_from_trip_start: 1:36:31 ~ movement time: 0:18:23 ~ 4 --> c000068 / 肯德基-新莊民安餐廳 / [25.02345, 121.42558] / arr: 2024-11-25 06:31:31+00:00 dep: 2024-11-25 06:36:31+00:00 stop_time_arrival_from_trip_start: 1:41:18 stop_time_departure_from_trip_start: 1:46:18 ~ movement time: 0:04:47 ~ 5 --> c000134 / 肯德基-新莊輔大餐廳 / [25.03231, 121.43346] / arr: 2024-11-25 06:41:18+00:00 dep: 2024-11-25 06:46:18+00:00 stop_time_arrival_from_trip_start: 1:58:05 stop_time_departure_from_trip_start: 2:03:05 ~ movement time: 0:11:47 ~ 6 --> c000100 / 肯德基-樹林中山餐廳 / [24.99192, 121.4237] / arr: 2024-11-25 06:58:05+00:00 dep: 2024-11-25 07:03:05+00:00 stop_time_arrival_from_trip_start: 2:13:53 stop_time_departure_from_trip_start: 2:23:53 ~ movement time: 0:10:48 ~ 7 --> c000007 / 肯德基-土城裕民餐廳 / [24.98545, 121.45267] / arr: 2024-11-25 07:13:53+00:00 dep: 2024-11-25 07:23:53+00:00 stop_time_arrival_from_trip_start: 2:27:55 stop_time_departure_from_trip_start: 2:37:55 ~ movement time: 0:04:02 ~ 8 --> c000115 / 肯德基-土城金城餐廳 / [24.98584, 121.46398] / arr: 2024-11-25 07:27:55+00:00 dep: 2024-11-25 07:37:55+00:00 stop_time_arrival_from_trip_start: 2:38:08 stop_time_departure_from_trip_start: 2:48:08 ~ movement time: 0:00:13 ~ 9 --> c000017 / 肯德基-台北土城餐廳 / [24.98616, 121.46479] / arr: 2024-11-25 07:38:08+00:00 dep: 2024-11-25 07:48:08+00:00 stop_time_arrival_from_trip_start: 2:58:52 stop_time_departure_from_trip_start: 3:08:52 ~ movement time: 0:10:44 ~ 10 --> c000129 / 肯德基-板橋中山二餐廳 / [25.00961, 121.46117] / arr: 2024-11-25 07:58:52+00:00 dep: 2024-11-25 08:08:52+00:00 stop_time_arrival_from_trip_start: 3:16:32 stop_time_departure_from_trip_start: 3:26:32 ~ movement time: 0:07:40 ~ 11 --> c000091 / 肯德基-板橋新埔餐廳 / [25.02277, 121.46726] / arr: 2024-11-25 08:16:32+00:00 dep: 2024-11-25 08:26:32+00:00 stop_time_arrival_from_trip_start: 3:55:26 stop_time_departure_from_trip_start: 3:55:26 ~ movement time: 0:28:54 ~ 12 --> arrival / None / [25.0633628527129, 121.5517443657892] / arr: 2024-11-25 08:55:26+00:00 dep: 2024-11-25 08:55:26+00:00 calculating routes for tour: 14 / vehicle: isuzu_1 / stops: 10 / cost: 2605 / distance: 103219 / duration: 17957 stop_time_arrival_from_trip_start: 0 stop_time_departure_from_trip_start: 0 0 --> departure / None / [25.0633628527129, 121.5517443657892] / arr: 2024-11-25 00:00:00+00:00 dep: 2024-11-25 05:00:00+00:00 0 --> break / None / [25.0633628527129, 121.5517443657892] / arr: 2024-11-25 00:00:00+00:00 dep: 2024-11-25 05:00:00+00:00 stop_time_arrival_from_trip_start: 0:26:46 stop_time_departure_from_trip_start: 0:31:46 ~ movement time: 0:26:46 ~ 1 --> c000014 / 肯德基-淡水竹圍餐廳 / [25.14038, 121.45975] / arr: 2024-11-25 05:26:46+00:00 dep: 2024-11-25 05:31:46+00:00 stop_time_arrival_from_trip_start: 0:38:48 stop_time_departure_from_trip_start: 0:43:48 ~ movement time: 0:07:02 ~ 2 --> c000132 / 肯德基-淡水中山二餐廳 / [25.16965, 121.44437] / arr: 2024-11-25 05:38:48+00:00 dep: 2024-11-25 05:43:48+00:00 stop_time_arrival_from_trip_start: 0:48:35 stop_time_departure_from_trip_start: 0:58:35 ~ movement time: 0:04:47 ~ 3 --> c000101 / 肯德基-淡水中山餐廳 / [25.17742, 121.44318] / arr: 2024-11-25 05:48:35+00:00 dep: 2024-11-25 05:58:35+00:00 stop_time_arrival_from_trip_start: 2:00:35 stop_time_departure_from_trip_start: 2:05:35 ~ movement time: 1:02:00 ~ 4 --> c000106 / 肯德基-桃園中正餐廳 / [24.99061, 121.31294] / arr: 2024-11-25 07:00:35+00:00 dep: 2024-11-25 07:05:35+00:00 stop_time_arrival_from_trip_start: 2:12:19 stop_time_departure_from_trip_start: 2:17:19 ~ movement time: 0:06:44 ~ 5 --> c000092 / 肯德基-桃園中山餐廳 / [24.99077, 121.2904] / arr: 2024-11-25 07:12:19+00:00 dep: 2024-11-25 07:17:19+00:00 stop_time_arrival_from_trip_start: 2:24:10 stop_time_departure_from_trip_start: 2:29:10 ~ movement time: 0:06:51 ~ 6 --> c000042 / 肯德基-桃園大興西餐廳 / [25.01052, 121.2969] / arr: 2024-11-25 07:24:10+00:00 dep: 2024-11-25 07:29:10+00:00 stop_time_arrival_from_trip_start: 2:40:07 stop_time_departure_from_trip_start: 2:45:07 ~ movement time: 0:10:57 ~ 7 --> c000136 / 肯德基-桃園桃鶯餐廳 / [24.98354, 121.31872] / arr: 2024-11-25 07:40:07+00:00 dep: 2024-11-25 07:45:07+00:00 stop_time_arrival_from_trip_start: 3:05:11 stop_time_departure_from_trip_start: 3:10:11 ~ movement time: 0:20:04 ~ 8 --> c000110 / 肯德基-三峽北大餐廳 / [24.94458, 121.37405] / arr: 2024-11-25 08:05:11+00:00 dep: 2024-11-25 08:10:11+00:00 stop_time_arrival_from_trip_start: 3:59:17 stop_time_departure_from_trip_start: 3:59:17 ~ movement time: 0:49:06 ~ 9 --> arrival / None / [25.0633628527129, 121.5517443657892] / arr: 2024-11-25 08:59:17+00:00 dep: 2024-11-25 08:59:17+00:00 calculating routes for tour: 15 / vehicle: isuzu_7 / stops: 6 / cost: 2824 / distance: 161714 / duration: 17509 stop_time_arrival_from_trip_start: 0 stop_time_departure_from_trip_start: 0 0 --> departure / None / [25.0633628527129, 121.5517443657892] / arr: 2024-11-25 00:00:00+00:00 dep: 2024-11-25 05:00:00+00:00 0 --> break / None / [25.0633628527129, 121.5517443657892] / arr: 2024-11-25 00:00:00+00:00 dep: 2024-11-25 05:00:00+00:00 stop_time_arrival_from_trip_start: 1:16:31 stop_time_departure_from_trip_start: 1:21:31 ~ movement time: 1:16:31 ~ 1 --> c000076 / 肯德基-新竹竹北餐廳 / [24.82645, 121.01085] / arr: 2024-11-25 06:16:31+00:00 dep: 2024-11-25 06:21:31+00:00 stop_time_arrival_from_trip_start: 1:30:42 stop_time_departure_from_trip_start: 1:35:42 ~ movement time: 0:09:11 ~ 2 --> c000128 / 肯德基-新竹光復餐廳 / [24.78667, 121.01074] / arr: 2024-11-25 06:30:42+00:00 dep: 2024-11-25 06:35:42+00:00 stop_time_arrival_from_trip_start: 2:19:56 stop_time_departure_from_trip_start: 2:29:56 ~ movement time: 0:44:14 ~ 3 --> c000147 / 肯德基-桃園中山餐廳 / [24.97461, 121.26382] / arr: 2024-11-25 07:19:56+00:00 dep: 2024-11-25 07:29:56+00:00 stop_time_arrival_from_trip_start: 2:45:17 stop_time_departure_from_trip_start: 2:50:17 ~ movement time: 0:15:21 ~ 4 --> c000072 / 肯德基-桃園八德餐廳 / [24.95411, 121.29861] / arr: 2024-11-25 07:45:17+00:00 dep: 2024-11-25 07:50:17+00:00 stop_time_arrival_from_trip_start: 3:51:49 stop_time_departure_from_trip_start: 3:51:49 ~ movement time: 1:01:32 ~ 5 --> arrival / None / [25.0633628527129, 121.5517443657892] / arr: 2024-11-25 08:51:49+00:00 dep: 2024-11-25 08:51:49+00:00 calculating routes for tour: 16 / vehicle: isuzu_4 / stops: 8 / cost: 2874 / distance: 170875 / duration: 17894 stop_time_arrival_from_trip_start: 0 stop_time_departure_from_trip_start: 0 0 --> departure / None / [25.0633628527129, 121.5517443657892] / arr: 2024-11-25 00:00:00+00:00 dep: 2024-11-25 05:00:00+00:00 0 --> break / None / [25.0633628527129, 121.5517443657892] / arr: 2024-11-25 00:00:00+00:00 dep: 2024-11-25 05:00:00+00:00 stop_time_arrival_from_trip_start: 1:19:23 stop_time_departure_from_trip_start: 1:29:23 ~ movement time: 1:19:23 ~ 1 --> c000145 / 肯德基-新竹清大餐廳 / [24.79592, 120.99814] / arr: 2024-11-25 06:19:23+00:00 dep: 2024-11-25 06:29:23+00:00 stop_time_arrival_from_trip_start: 1:33:02 stop_time_departure_from_trip_start: 1:38:02 ~ movement time: 0:03:39 ~ 2 --> c000026 / 肯德基-新竹亞太餐廳 / [24.80531, 120.9862] / arr: 2024-11-25 06:33:02+00:00 dep: 2024-11-25 06:38:02+00:00 stop_time_arrival_from_trip_start: 1:43:31 stop_time_departure_from_trip_start: 1:53:31 ~ movement time: 0:05:29 ~ 3 --> c000031 / 肯德基-新竹民生餐廳 / [24.81355, 120.97438] / arr: 2024-11-25 06:43:31+00:00 dep: 2024-11-25 06:53:31+00:00 stop_time_arrival_from_trip_start: 2:04:49 stop_time_departure_from_trip_start: 2:09:49 ~ movement time: 0:11:18 ~ 4 --> c000126 / 肯德基-竹北自強餐廳 / [24.81657, 121.02569] / arr: 2024-11-25 07:04:49+00:00 dep: 2024-11-25 07:09:49+00:00 stop_time_arrival_from_trip_start: 2:25:23 stop_time_departure_from_trip_start: 2:30:23 ~ movement time: 0:15:34 ~ 5 --> c000096 / 肯德基-新竹竹東餐廳 / [24.7428, 121.08422] / arr: 2024-11-25 07:25:23+00:00 dep: 2024-11-25 07:30:23+00:00 stop_time_arrival_from_trip_start: 3:39:44 stop_time_departure_from_trip_start: 3:44:44 ~ movement time: 1:09:21 ~ 6 --> c000016 / 肯德基-台北三越餐廳 / [25.04663, 121.51537] / arr: 2024-11-25 08:39:44+00:00 dep: 2024-11-25 08:44:44+00:00 stop_time_arrival_from_trip_start: 3:58:14 stop_time_departure_from_trip_start: 3:58:14 ~ movement time: 0:13:30 ~ 7 --> arrival / None / [25.0633628527129, 121.5517443657892] / arr: 2024-11-25 08:58:14+00:00 dep: 2024-11-25 08:58:14+00:00 calculating routes for tour: 17 / vehicle: mitsubishi_10 / stops: 8 / cost: 4226 / distance: 262563 / duration: 22852 stop_time_arrival_from_trip_start: 0 stop_time_departure_from_trip_start: 0 0 --> departure / None / [22.570109085287, 120.3416894676074] / arr: 2024-11-25 00:00:00+00:00 dep: 2024-11-25 00:32:03+00:00 stop_time_arrival_from_trip_start: 0:27:57 stop_time_departure_from_trip_start: 0:37:57 ~ movement time: 0:27:57 ~ 1 --> c000139 / 肯德基-高雄後昌餐廳 / [22.71883, 120.2918] / arr: 2024-11-25 01:00:00+00:00 dep: 2024-11-25 01:10:00+00:00 stop_time_arrival_from_trip_start: 0:57:03 stop_time_departure_from_trip_start: 1:02:03 ~ movement time: 0:19:06 ~ 2 --> c000012 / 肯德基-高雄岡山餐廳 / [22.79388, 120.29578] / arr: 2024-11-25 01:29:06+00:00 dep: 2024-11-25 01:34:06+00:00 stop_time_arrival_from_trip_start: 2:21:13 stop_time_departure_from_trip_start: 2:31:13 ~ movement time: 1:19:10 ~ 3 --> c000005 / 肯德基-嘉義忠孝餐廳 / [23.49499, 120.45175] / arr: 2024-11-25 02:53:16+00:00 dep: 2024-11-25 03:03:16+00:00 stop_time_arrival_from_trip_start: 4:02:08 stop_time_departure_from_trip_start: 4:12:08 ~ movement time: 1:30:55 ~ 4 --> c000111 / 肯德基-屏東自由餐廳 / [22.68354, 120.48985] / arr: 2024-11-25 04:34:11+00:00 dep: 2024-11-25 04:44:11+00:00 stop_time_arrival_from_trip_start: 4:17:31 stop_time_departure_from_trip_start: 5:27:31 ~ movement time: 0:05:23 ~ 5 --> c000083 / 肯德基-屏東逢甲餐廳 / [22.67053, 120.48713] / arr: 2024-11-25 04:49:34+00:00 dep: 2024-11-25 05:59:34+00:00 5 --> break / None / [22.67053, 120.48713] / arr: 2024-11-25 04:49:34+00:00 dep: 2024-11-25 05:59:34+00:00 stop_time_arrival_from_trip_start: 5:51:16 stop_time_departure_from_trip_start: 6:01:16 ~ movement time: 0:23:45 ~ 6 --> c000019 / 肯德基-鳳山中山餐廳 / [22.62448, 120.35702] / arr: 2024-11-25 06:23:19+00:00 dep: 2024-11-25 06:33:19+00:00 stop_time_arrival_from_trip_start: 6:20:52 stop_time_departure_from_trip_start: 6:20:52 ~ movement time: 0:19:36 ~ 7 --> arrival / None / [22.570109085287, 120.3416894676074] / arr: 2024-11-25 06:52:55+00:00 dep: 2024-11-25 06:52:55+00:00 calculating routes for tour: 18 / vehicle: mitsubishi_5 / stops: 7 / cost: 5116 / distance: 402640 / duration: 27593 stop_time_arrival_from_trip_start: 0 stop_time_departure_from_trip_start: 0 0 --> departure / None / [22.570109085287, 120.3416894676074] / arr: 2024-11-25 00:00:00+00:00 dep: 2024-11-25 00:11:57+00:00 stop_time_arrival_from_trip_start: 1:35:58 stop_time_departure_from_trip_start: 1:45:58 ~ movement time: 1:35:58 ~ 1 --> c000065 / 肯德基-嘉義中興餐廳 / [23.4795, 120.42925] / arr: 2024-11-25 01:47:55+00:00 dep: 2024-11-25 01:57:55+00:00 stop_time_arrival_from_trip_start: 2:49:55 stop_time_departure_from_trip_start: 2:59:55 ~ movement time: 1:03:57 ~ 2 --> c000131 / 肯德基-南投南崗餐廳 / [23.91154, 120.67872] / arr: 2024-11-25 03:01:52+00:00 dep: 2024-11-25 03:11:52+00:00 stop_time_arrival_from_trip_start: 3:38:03 stop_time_departure_from_trip_start: 4:48:03 ~ movement time: 0:38:08 ~ 3 --> c000105 / 肯德基-斗六民生餐廳 / [23.70126, 120.53708] / arr: 2024-11-25 03:50:00+00:00 dep: 2024-11-25 05:00:00+00:00 3 --> break / None / [23.70126, 120.53708] / arr: 2024-11-25 03:50:00+00:00 dep: 2024-11-25 05:00:00+00:00 stop_time_arrival_from_trip_start: 5:08:27 stop_time_departure_from_trip_start: 5:18:27 ~ movement time: 0:20:24 ~ 4 --> c000095 / 肯德基-雲林虎尾餐廳 / [23.70955, 120.43659] / arr: 2024-11-25 05:20:24+00:00 dep: 2024-11-25 05:30:24+00:00 stop_time_arrival_from_trip_start: 6:25:08 stop_time_departure_from_trip_start: 6:35:08 ~ movement time: 1:06:41 ~ 5 --> c000121 / 肯德基-台南善化餐廳 / [23.12865, 120.2929] / arr: 2024-11-25 06:37:05+00:00 dep: 2024-11-25 06:47:05+00:00 stop_time_arrival_from_trip_start: 7:39:53 stop_time_departure_from_trip_start: 7:39:53 ~ movement time: 1:04:45 ~ 6 --> arrival / None / [22.570109085287, 120.3416894676074] / arr: 2024-11-25 07:51:50+00:00 dep: 2024-11-25 07:51:50+00:00
In [7]:
folium.LayerControl(collapsed=True, hideSingleBase=True).add_to(m)
m.fit_bounds(bounds)
m.save('here_tour_planning_v3_result_map.html')
m
Out[7]:
Make this Notebook Trusted to load map: File -> Trust Notebook
In [ ]: